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ORCIDBibTeX records: Tianqing Zhu
@article{DBLP:journals/air/GuanZZC24,
author = {Faqian Guan and
Tianqing Zhu and
Wanlei Zhou and
Kim{-}Kwang Raymond Choo},
title = {Graph neural networks: a survey on the links between privacy and security},
journal = {Artif. Intell. Rev.},
volume = {57},
number = {2},
pages = {40},
year = {2024},
url = {https://doi.org/10.1007/s10462-023-10656-4},
doi = {10.1007/S10462-023-10656-4},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/GuanZZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/SunZCZ24,
author = {Hui Sun and
Tianqing Zhu and
Wenhan Chang and
Wanlei Zhou},
title = {A two-stage model extraction attack on GANs with a small collected
dataset},
journal = {Comput. Secur.},
volume = {137},
pages = {103634},
year = {2024},
url = {https://doi.org/10.1016/j.cose.2023.103634},
doi = {10.1016/J.COSE.2023.103634},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/SunZCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/XuZZZY24,
author = {Heng Xu and
Tianqing Zhu and
Lefeng Zhang and
Wanlei Zhou and
Philip S. Yu},
title = {Machine Unlearning: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {1},
pages = {9:1--9:36},
year = {2024},
url = {https://doi.org/10.1145/3603620},
doi = {10.1145/3603620},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/XuZZZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/ChenZZZY24,
author = {Huiqiang Chen and
Tianqing Zhu and
Tao Zhang and
Wanlei Zhou and
Philip S. Yu},
title = {Privacy and Fairness in Federated Learning: On the Perspective of
Tradeoff},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {2},
pages = {39:1--39:37},
year = {2024},
url = {https://doi.org/10.1145/3606017},
doi = {10.1145/3606017},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/ChenZZZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhouZYRC24,
author = {Wei Zhou and
Tianqing Zhu and
Dayong Ye and
Wei Ren and
Kim{-}Kwang Raymond Choo},
title = {A Concurrent Federated Reinforcement Learning for IoT Resources Allocation
With Local Differential Privacy},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {4},
pages = {6537--6550},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3312118},
doi = {10.1109/JIOT.2023.3312118},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/ZhouZYRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangZZYYZ24,
author = {Minghao Wang and
Tianqing Zhu and
Xuhan Zuo and
Dayong Ye and
Shui Yu and
Wanlei Zhou},
title = {Blockchain-Empowered Multiagent Systems: Advancing IoT Security and
Transaction Efficiency},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {7},
pages = {11217--11231},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3329961},
doi = {10.1109/JIOT.2023.3329961},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/WangZZYYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhuYZZ24,
author = {Congcong Zhu and
Dayong Ye and
Tianqing Zhu and
Wanlei Zhou},
title = {Location-Based Real-Time Updated Advising Method for Traffic Signal
Control},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {8},
pages = {14551--14562},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3342480},
doi = {10.1109/JIOT.2023.3342480},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/ZhuYZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/istr/XiangLRHZC24,
author = {Yuexin Xiang and
Tiantian Li and
Wei Ren and
Jie He and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {AdvEWM: Generating image adversarial examples by embedding digital
watermarks},
journal = {J. Inf. Secur. Appl.},
volume = {80},
pages = {103662},
year = {2024},
url = {https://doi.org/10.1016/j.jisa.2023.103662},
doi = {10.1016/J.JISA.2023.103662},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/istr/XiangLRHZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/YeZGZ24,
author = {Dayong Ye and
Tianqing Zhu and
Kun Gao and
Wanlei Zhou},
title = {Defending Against Label-Only Attacks via Meta-Reinforcement Learning},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {3295--3308},
year = {2024},
url = {https://doi.org/10.1109/TIFS.2024.3357292},
doi = {10.1109/TIFS.2024.3357292},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tifs/YeZGZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11940,
author = {Jiyao Li and
Mingze Ni and
Yifei Dong and
Tianqing Zhu and
Wei Liu},
title = {AICAttack: Adversarial Image Captioning Attack with Attention-Based
Optimization},
journal = {CoRR},
volume = {abs/2402.11940},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11940},
doi = {10.48550/ARXIV.2402.11940},
eprinttype = {arXiv},
eprint = {2402.11940},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15779,
author = {Youyang Qu and
Ming Ding and
Nan Sun and
Kanchana Thilakarathna and
Tianqing Zhu and
Dusit Niyato},
title = {The Frontier of Data Erasure: Machine Unlearning for Large Language
Models},
journal = {CoRR},
volume = {abs/2403.15779},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15779},
doi = {10.48550/ARXIV.2403.15779},
eprinttype = {arXiv},
eprint = {2403.15779},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/LeiYSSZ023,
author = {Yunjiao Lei and
Dayong Ye and
Sheng Shen and
Yulei Sui and
Tianqing Zhu and
Wanlei Zhou},
title = {New challenges in reinforcement learning: a survey of security and
privacy},
journal = {Artif. Intell. Rev.},
volume = {56},
number = {7},
pages = {7195--7236},
year = {2023},
url = {https://doi.org/10.1007/s10462-022-10348-5},
doi = {10.1007/S10462-022-10348-5},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/LeiYSSZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/ZhangZRXC23,
author = {Zhiqiu Zhang and
Tianqing Zhu and
Wei Ren and
Ping Xiong and
Kim{-}Kwang Raymond Choo},
title = {Preserving data privacy in federated learning through large gradient
pruning},
journal = {Comput. Secur.},
volume = {125},
pages = {103039},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2022.103039},
doi = {10.1016/J.COSE.2022.103039},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/ZhangZRXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/LiZRC23,
author = {Jie Li and
Tianqing Zhu and
Wei Ren and
Kim{-}Kwang Raymond Choo},
title = {Improve individual fairness in federated learning via adversarial
training},
journal = {Comput. Secur.},
volume = {132},
pages = {103336},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2023.103336},
doi = {10.1016/J.COSE.2023.103336},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/LiZRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/HuangZZZL23,
author = {Wen Huang and
Ming Zhuo and
Tianqing Zhu and
Shijie Zhou and
Yongjian Liao},
title = {Differential privacy: Review of improving utility through cryptography-based
technologies},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {5},
year = {2023},
url = {https://doi.org/10.1002/cpe.7565},
doi = {10.1002/CPE.7565},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/HuangZZZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/XueLYDZ23,
author = {Hanyu Xue and
Bo Liu and
Xin Yuan and
Ming Ding and
Tianqing Zhu},
title = {Face image de-identification by feature space adversarial perturbation},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {5},
year = {2023},
url = {https://doi.org/10.1002/cpe.7554},
doi = {10.1002/CPE.7554},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/XueLYDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/YangLZT23,
author = {Mengmeng Yang and
Kwok{-}Yan Lam and
Tianqing Zhu and
Chenghua Tang},
title = {SPoFC: {A} framework for stream data aggregation with local differential
privacy},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {5},
year = {2023},
url = {https://doi.org/10.1002/cpe.7572},
doi = {10.1002/CPE.7572},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/YangLZT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/LiuZZZ23,
author = {Chi Liu and
Tianqing Zhu and
Jun Zhang and
Wanlei Zhou},
title = {Privacy Intelligence: {A} Survey on Image Privacy in Online Social
Networks},
journal = {{ACM} Comput. Surv.},
volume = {55},
number = {8},
pages = {161:1--161:35},
year = {2023},
url = {https://doi.org/10.1145/3547299},
doi = {10.1145/3547299},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/LiuZZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/ZhouLYZZY23,
author = {Shuai Zhou and
Chi Liu and
Dayong Ye and
Tianqing Zhu and
Wanlei Zhou and
Philip S. Yu},
title = {Adversarial Attacks and Defenses in Deep Learning: From a Perspective
of Cybersecurity},
journal = {{ACM} Comput. Surv.},
volume = {55},
number = {8},
pages = {163:1--163:39},
year = {2023},
url = {https://doi.org/10.1145/3547330},
doi = {10.1145/3547330},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/ZhouLYZZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/XiangLRZC23,
author = {Yuexin Xiang and
Tiantian Li and
Wei Ren and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {A lightweight privacy-preserving scheme using pixel block mixing for
facial image classification in deep learning},
journal = {Eng. Appl. Artif. Intell.},
volume = {126},
number = {Part {D}},
pages = {107180},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.107180},
doi = {10.1016/J.ENGAPPAI.2023.107180},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/XiangLRZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/BaoRXLZRC23,
author = {Ding Bao and
Wei Ren and
Yuexin Xiang and
Weimao Liu and
Tianqing Zhu and
Yi Ren and
Kim{-}Kwang Raymond Choo},
title = {BTC-Shadow: an analysis and visualization system for exposing implicit
behaviors in Bitcoin transaction graphs},
journal = {Frontiers Comput. Sci.},
volume = {17},
number = {6},
pages = {176215},
year = {2023},
url = {https://doi.org/10.1007/s11704-023-2531-0},
doi = {10.1007/S11704-023-2531-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcsc/BaoRXLZRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/WangWZRH23,
author = {Kai Wang and
Jinxia Wu and
Tianqing Zhu and
Wei Ren and
Ying Hong},
title = {Defense against membership inference attack in graph neural networks
through graph perturbation},
journal = {Int. J. Inf. Sec.},
volume = {22},
number = {2},
pages = {497--509},
year = {2023},
url = {https://doi.org/10.1007/s10207-022-00646-y},
doi = {10.1007/S10207-022-00646-Y},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijisec/WangWZRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangZZYYZ23,
author = {Minghao Wang and
Tianqing Zhu and
Xuhan Zuo and
Mengmeng Yang and
Shui Yu and
Wanlei Zhou},
title = {Differentially Private Crowdsourcing With the Public and Private Blockchain},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {10},
pages = {8918--8930},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2022.3233360},
doi = {10.1109/JIOT.2022.3233360},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/WangZZYYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhangZHCLZY23,
author = {Tao Zhang and
Tianqing Zhu and
Mengde Han and
Fengwen Chen and
Jing Li and
Wanlei Zhou and
Philip S. Yu},
title = {Fairness in graph-based semi-supervised learning},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {2},
pages = {543--570},
year = {2023},
url = {https://doi.org/10.1007/s10115-022-01738-w},
doi = {10.1007/S10115-022-01738-W},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/ZhangZHCLZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WangZRZX23,
author = {Xiaoya Wang and
Tianqing Zhu and
Wei Ren and
Dongmei Zhang and
Ping Xiong},
title = {Migrating federated learning to centralized learning with the leverage
of unlabeled data},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {9},
pages = {3725--3752},
year = {2023},
url = {https://doi.org/10.1007/s10115-023-01869-8},
doi = {10.1007/S10115-023-01869-8},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/WangZRZX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Tian0Z0Y23,
author = {Huan Tian and
Bo Liu and
Tianqing Zhu and
Wanlei Zhou and
Philip S. Yu},
title = {CIFair: Constructing continuous domains of invariant features for
image fair classifications},
journal = {Knowl. Based Syst.},
volume = {268},
pages = {110417},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110417},
doi = {10.1016/J.KNOSYS.2023.110417},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/Tian0Z0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangZLZY23,
author = {Tao Zhang and
Tianqing Zhu and
Jing Li and
Wanlei Zhou and
Philip S. Yu},
title = {Revisiting model fairness via adversarial examples},
journal = {Knowl. Based Syst.},
volume = {277},
pages = {110777},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110777},
doi = {10.1016/J.KNOSYS.2023.110777},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhangZLZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ChengZZYZY23,
author = {Zishuo Cheng and
Tianqing Zhu and
Congcong Zhu and
Dayong Ye and
Wanlei Zhou and
Philip S. Yu},
title = {Privacy and evolutionary cooperation in neural-network-based game
theory},
journal = {Knowl. Based Syst.},
volume = {282},
pages = {111076},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.111076},
doi = {10.1016/J.KNOSYS.2023.111076},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ChengZZYZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ZhangYZLZ23,
author = {Tao Zhang and
Dayong Ye and
Tianqing Zhu and
Tingting Liao and
Wanlei Zhou},
title = {Evolution of cooperation in malicious social networks with differential
privacy mechanisms},
journal = {Neural Comput. Appl.},
volume = {35},
number = {18},
pages = {12979--12994},
year = {2023},
url = {https://doi.org/10.1007/s00521-020-05243-5},
doi = {10.1007/S00521-020-05243-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ZhangYZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/LiuHRXZCM23,
author = {Yizhi Liu and
Xiaohan Hao and
Wei Ren and
Ruoting Xiong and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo and
Geyong Min},
title = {A Blockchain-Based Decentralized, Fair and Authenticated Information
Sharing Scheme in Zero Trust Internet-of-Things},
journal = {{IEEE} Trans. Computers},
volume = {72},
number = {2},
pages = {501--512},
year = {2023},
url = {https://doi.org/10.1109/TC.2022.3157996},
doi = {10.1109/TC.2022.3157996},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/LiuHRXZCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/ZhangLZDZ23,
author = {Guangsheng Zhang and
Bo Liu and
Tianqing Zhu and
Ming Ding and
Wanlei Zhou},
title = {Label-Only Membership Inference Attacks and Defenses in Semantic Segmentation
Models},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {20},
number = {2},
pages = {1435--1449},
year = {2023},
url = {https://doi.org/10.1109/TDSC.2022.3154029},
doi = {10.1109/TDSC.2022.3154029},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/ZhangLZDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/YangTLZZ23,
author = {Mengmeng Yang and
Ivan Tjuawinata and
Kwok{-}Yan Lam and
Tianqing Zhu and
Jun Zhao},
title = {Differentially Private Distributed Frequency Estimation},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {20},
number = {5},
pages = {3910--3926},
year = {2023},
url = {https://doi.org/10.1109/TDSC.2022.3227654},
doi = {10.1109/TDSC.2022.3227654},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/YangTLZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/LiuCZZZ23,
author = {Chi Liu and
Huajie Chen and
Tianqing Zhu and
Jun Zhang and
Wanlei Zhou},
title = {Making DeepFakes More Spurious: Evading Deep Face Forgery Detection
via Trace Removal Attack},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {20},
number = {6},
pages = {5182--5196},
year = {2023},
url = {https://doi.org/10.1109/TDSC.2023.3241604},
doi = {10.1109/TDSC.2023.3241604},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdsc/LiuCZZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/ZhuYZLZ23,
author = {Tianqing Zhu and
Dayong Ye and
Shuai Zhou and
Bo Liu and
Wanlei Zhou},
title = {Label-Only Model Inversion Attacks: Attack With the Least Information},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {18},
pages = {991--1005},
year = {2023},
url = {https://doi.org/10.1109/TIFS.2022.3233190},
doi = {10.1109/TIFS.2022.3233190},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tifs/ZhuYZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/ZhangZHYZ23,
author = {Lefeng Zhang and
Tianqing Zhu and
Farookh Khadeer Hussain and
Dayong Ye and
Wanlei Zhou},
title = {A Game-Theoretic Method for Defending Against Advanced Persistent
Threats in Cyber Systems},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {18},
pages = {1349--1364},
year = {2023},
url = {https://doi.org/10.1109/TIFS.2022.3229595},
doi = {10.1109/TIFS.2022.3229595},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tifs/ZhangZHYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/ZhangZZXZ23,
author = {Lefeng Zhang and
Tianqing Zhu and
Haibin Zhang and
Ping Xiong and
Wanlei Zhou},
title = {FedRecovery: Differentially Private Machine Unlearning for Federated
Learning Frameworks},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {18},
pages = {4732--4746},
year = {2023},
url = {https://doi.org/10.1109/TIFS.2023.3297905},
doi = {10.1109/TIFS.2023.3297905},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/ZhangZZXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiaoLZZLY23,
author = {Tingting Liao and
Zhen Lei and
Tianqing Zhu and
Shan Zeng and
Yaqin Li and
Cao Yuan},
title = {Deep Metric Learning for {K} Nearest Neighbor Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {1},
pages = {264--275},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3090275},
doi = {10.1109/TKDE.2021.3090275},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiaoLZZLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZXZY23,
author = {Lefeng Zhang and
Tianqing Zhu and
Ping Xiong and
Wanlei Zhou and
Philip S. Yu},
title = {A Robust Game-Theoretical Federated Learning Framework With Joint
Differential Privacy},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {3333--3346},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3140131},
doi = {10.1109/TKDE.2021.3140131},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZXZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunZZJXZ23,
author = {Hui Sun and
Tianqing Zhu and
Zhiqiu Zhang and
Dawei Jin and
Ping Xiong and
Wanlei Zhou},
title = {Adversarial Attacks Against Deep Generative Models on Data: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {3367--3388},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3130903},
doi = {10.1109/TKDE.2021.3130903},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/SunZZJXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuZZZZ23,
author = {Xiangyu Hu and
Tianqing Zhu and
Xuemeng Zhai and
Wanlei Zhou and
Wei Zhao},
title = {Privacy Data Propagation and Preservation in Social Media: {A} Real-World
Case Study},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {4137--4150},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3137326},
doi = {10.1109/TKDE.2021.3137326},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HuZZZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuZZWZZ23,
author = {Xiangyu Hu and
Tianqing Zhu and
Xuemeng Zhai and
Hengming Wang and
Wanlei Zhou and
Wei Zhao},
title = {Privacy Data Diffusion Modeling and Preserving in Online Social Network},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {6},
pages = {6224--6237},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3176948},
doi = {10.1109/TKDE.2022.3176948},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HuZZWZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZXZY23a,
author = {Lefeng Zhang and
Tianqing Zhu and
Ping Xiong and
Wanlei Zhou and
Philip S. Yu},
title = {A Game-Theoretic Federated Learning Framework for Data Quality Improvement},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {10952--10966},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3230959},
doi = {10.1109/TKDE.2022.3230959},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZXZY23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangZGZY23,
author = {Tao Zhang and
Tianqing Zhu and
Kun Gao and
Wanlei Zhou and
Philip S. Yu},
title = {Balancing Learning Model Privacy, Fairness, and Accuracy With Early
Stopping Criteria},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {9},
pages = {5557--5569},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3129592},
doi = {10.1109/TNNLS.2021.3129592},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangZGZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YeZZZY23,
author = {Dayong Ye and
Tianqing Zhu and
Congcong Zhu and
Wanlei Zhou and
Philip S. Yu},
title = {Model-Based Self-Advising for Multi-Agent Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {10},
pages = {7934--7945},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2022.3147221},
doi = {10.1109/TNNLS.2022.3147221},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YeZZZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/HaoRFZC23,
author = {Xiaohan Hao and
Wei Ren and
Yangyang Fei and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {A Blockchain-Based Cross-Domain and Autonomous Access Control Scheme
for Internet of Things},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {16},
number = {2},
pages = {773--786},
year = {2023},
url = {https://doi.org/10.1109/TSC.2022.3179727},
doi = {10.1109/TSC.2022.3179727},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/HaoRFZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ZhuYCZY23,
author = {Tianqing Zhu and
Dayong Ye and
Zishuo Cheng and
Wanlei Zhou and
Philip S. Yu},
title = {Learning Games for Defending Advanced Persistent Threats in Cyber
Systems},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {4},
pages = {2410--2422},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2022.3211866},
doi = {10.1109/TSMC.2022.3211866},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ZhuYCZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/ZhuCYHZZ23,
author = {Congcong Zhu and
Zishuo Cheng and
Dayong Ye and
Farookh Khadeer Hussain and
Tianqing Zhu and
Wanlei Zhou},
title = {Time-Driven and Privacy-Preserving Navigation Model for Vehicle-to-Vehicle
Communication Systems},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {72},
number = {7},
pages = {8459--8470},
year = {2023},
url = {https://doi.org/10.1109/TVT.2023.3248613},
doi = {10.1109/TVT.2023.3248613},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/ZhuCYHZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/AbahusseinZYC023,
author = {Suleiman Abahussein and
Tianqing Zhu and
Dayong Ye and
Zishuo Cheng and
Wanlei Zhou},
editor = {Leonard Barolli},
title = {Protect Trajectory Privacy in Food Delivery with Differential Privacy
and Multi-agent Reinforcement Learning},
booktitle = {Advanced Information Networking and Applications - Proceedings of
the 37th International Conference on Advanced Information Networking
and Applications (AINA-2023), Juiz de Fora, Brazil, 29-31 March 2023,
Volume 3},
series = {Lecture Notes in Networks and Systems},
volume = {655},
pages = {48--59},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-28694-0\_5},
doi = {10.1007/978-3-031-28694-0\_5},
timestamp = {Thu, 16 Mar 2023 10:36:01 +0100},
biburl = {https://dblp.org/rec/conf/aina/AbahusseinZYC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuZS023,
author = {Chi Liu and
Tianqing Zhu and
Sheng Shen and
Wanlei Zhou},
title = {Towards Robust Gan-Generated Image Detection: {A} Multi-View Completion
Representation},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {464--472},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/52},
doi = {10.24963/IJCAI.2023/52},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuZS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ZhaoLDLZY23,
author = {Yuan Zhao and
Bo Liu and
Ming Ding and
Baoping Liu and
Tianqing Zhu and
Xin Yu},
title = {Proactive Deepfake Defence via Identity Watermarking},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {4591--4600},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00458},
doi = {10.1109/WACV56688.2023.00458},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/ZhaoLDLZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/LiuLDZY23,
author = {Baoping Liu and
Bo Liu and
Ming Ding and
Tianqing Zhu and
Xin Yu},
title = {TI\({}^{\mbox{2}}\)Net: Temporal Identity Inconsistency Network for
Deepfake Detection},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {4680--4689},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00467},
doi = {10.1109/WACV56688.2023.00467},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/LiuLDZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00188,
author = {Yunjiao Lei and
Dayong Ye and
Sheng Shen and
Yulei Sui and
Tianqing Zhu and
Wanlei Zhou},
title = {New Challenges in Reinforcement Learning: {A} Survey of Security and
Privacy},
journal = {CoRR},
volume = {abs/2301.00188},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00188},
doi = {10.48550/ARXIV.2301.00188},
eprinttype = {arXiv},
eprint = {2301.00188},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08637,
author = {Huajie Chen and
Tianqing Zhu and
Chi Liu and
Shui Yu and
Wanlei Zhou},
title = {High-frequency Matters: An Overwriting Attack and defense for Image-processing
Neural Network Watermarking},
journal = {CoRR},
volume = {abs/2302.08637},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08637},
doi = {10.48550/ARXIV.2302.08637},
eprinttype = {arXiv},
eprint = {2302.08637},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13713,
author = {Huajie Chen and
Tianqing Zhu and
Yuan Zhao and
Bo Liu and
Xin Yu and
Wanlei Zhou},
title = {Low-frequency Image Deep Steganography: Manipulate the Frequency Distribution
to Hide Secrets with Tenacious Robustness},
journal = {CoRR},
volume = {abs/2303.13713},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13713},
doi = {10.48550/ARXIV.2303.13713},
eprinttype = {arXiv},
eprint = {2303.13713},
timestamp = {Fri, 28 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01364,
author = {Chi Liu and
Tianqing Zhu and
Sheng Shen and
Wanlei Zhou},
title = {Towards Robust GAN-generated Image Detection: a Multi-view Completion
Representation},
journal = {CoRR},
volume = {abs/2306.01364},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01364},
doi = {10.48550/ARXIV.2306.01364},
eprinttype = {arXiv},
eprint = {2306.01364},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03558,
author = {Heng Xu and
Tianqing Zhu and
Lefeng Zhang and
Wanlei Zhou and
Philip S. Yu},
title = {Machine Unlearning: {A} Survey},
journal = {CoRR},
volume = {abs/2306.03558},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03558},
doi = {10.48550/ARXIV.2306.03558},
eprinttype = {arXiv},
eprint = {2306.03558},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13965,
author = {Shuai Zhou and
Tianqing Zhu and
Dayong Ye and
Xin Yu and
Wanlei Zhou},
title = {Boosting Model Inversion Attacks with Adversarial Examples},
journal = {CoRR},
volume = {abs/2306.13965},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13965},
doi = {10.48550/ARXIV.2306.13965},
eprinttype = {arXiv},
eprint = {2306.13965},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14123,
author = {Huiqiang Chen and
Tianqing Zhu and
Tao Zhang and
Wanlei Zhou and
Philip S. Yu},
title = {Privacy and Fairness in Federated Learning: on the Perspective of
Trade-off},
journal = {CoRR},
volume = {abs/2306.14123},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14123},
doi = {10.48550/ARXIV.2306.14123},
eprinttype = {arXiv},
eprint = {2306.14123},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09881,
author = {Hui Sun and
Tianqing Zhu and
Wenhan Chang and
Wanlei Zhou},
title = {Generative Adversarial Networks Unlearning},
journal = {CoRR},
volume = {abs/2308.09881},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09881},
doi = {10.48550/ARXIV.2308.09881},
eprinttype = {arXiv},
eprint = {2308.09881},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05425,
author = {Hu Zhang and
Xin Shen and
Heming Du and
Huiqiang Chen and
Chen Liu and
Hongwei Sheng and
Qingzheng Xu and
Wahiduzzaman Khan and
Qingtao Yu and
Tianqing Zhu and
Scott Chapman and
Zi Huang and
Xin Yu},
title = {Divide and Ensemble: Progressively Learning for the Unknown},
journal = {CoRR},
volume = {abs/2310.05425},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05425},
doi = {10.48550/ARXIV.2310.05425},
eprinttype = {arXiv},
eprint = {2310.05425},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03865,
author = {Huan Tian and
Guangsheng Zhang and
Bo Liu and
Tianqing Zhu and
Ming Ding and
Wanlei Zhou},
title = {{FD-MIA:} Efficient Attacks on Fairness-enhanced Models},
journal = {CoRR},
volume = {abs/2311.03865},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03865},
doi = {10.48550/ARXIV.2311.03865},
eprinttype = {arXiv},
eprint = {2311.03865},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15910,
author = {Dayong Ye and
Tianqing Zhu and
Congcong Zhu and
Derui Wang and
Jason Xue and
Sheng Shen and
Wanlei Zhou},
title = {Reinforcement Unlearning},
journal = {CoRR},
volume = {abs/2312.15910},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15910},
doi = {10.48550/ARXIV.2312.15910},
eprinttype = {arXiv},
eprint = {2312.15910},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/ZhangLZZZ22,
author = {Guangsheng Zhang and
Bo Liu and
Tianqing Zhu and
Andi Zhou and
Wanlei Zhou},
title = {Visual privacy attacks and defenses in deep learning: a survey},
journal = {Artif. Intell. Rev.},
volume = {55},
number = {6},
pages = {4347--4401},
year = {2022},
url = {https://doi.org/10.1007/s10462-021-10123-y},
doi = {10.1007/S10462-021-10123-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/ZhangLZZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/WangZXRC22,
author = {Chenguang Wang and
Tianqing Zhu and
Ping Xiong and
Wei Ren and
Kim{-}Kwang Raymond Choo},
title = {A privacy preservation method for multiple-source unstructured data
in online social networks},
journal = {Comput. Secur.},
volume = {113},
pages = {102574},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2021.102574},
doi = {10.1016/J.COSE.2021.102574},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/WangZXRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/TianZZ22,
author = {Huan Tian and
Tianqing Zhu and
Wanlei Zhou},
title = {Fairness and privacy preservation for facial images: GAN-based methods},
journal = {Comput. Secur.},
volume = {122},
pages = {102902},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102902},
doi = {10.1016/J.COSE.2022.102902},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/TianZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/GuZLZRC22,
author = {Xiuting Gu and
Tianqing Zhu and
Jie Li and
Tao Zhang and
Wei Ren and
Kim{-}Kwang Raymond Choo},
title = {Privacy, accuracy, and model fairness trade-offs in federated learning},
journal = {Comput. Secur.},
volume = {122},
pages = {102907},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102907},
doi = {10.1016/J.COSE.2022.102907},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/GuZLZRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/ZhaoLZDZ22,
author = {Yuan Zhao and
Bo Liu and
Tianqing Zhu and
Ming Ding and
Wanlei Zhou},
title = {Private-encoder: Enforcing privacy in latent space for human face
images},
journal = {Concurr. Comput. Pract. Exp.},
volume = {34},
number = {3},
year = {2022},
url = {https://doi.org/10.1002/cpe.6548},
doi = {10.1002/CPE.6548},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/ZhaoLZDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/XiongLZZ22,
author = {Ping Xiong and
Lin Liang and
Yunli Zhu and
Tianqing Zhu},
title = {PriTxt: {A} privacy risk assessment method for text data based on
semantic correlation learning},
journal = {Concurr. Comput. Pract. Exp.},
volume = {34},
number = {5},
year = {2022},
url = {https://doi.org/10.1002/cpe.6680},
doi = {10.1002/CPE.6680},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/XiongLZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/ShenZYWZZ22,
author = {Sheng Shen and
Tianqing Zhu and
Dayong Ye and
Minghao Wang and
Xuhan Zuo and
Andi Zhou},
title = {A novel differentially private advising framework in cloud server
environment},
journal = {Concurr. Comput. Pract. Exp.},
volume = {34},
number = {7},
year = {2022},
url = {https://doi.org/10.1002/cpe.5932},
doi = {10.1002/CPE.5932},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/ShenZYWZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/0055ZL022,
author = {Tao Zhang and
Tianqing Zhu and
Renping Liu and
Wanlei Zhou},
title = {Correlated data in differential privacy: Definition and analysis},
journal = {Concurr. Comput. Pract. Exp.},
volume = {34},
number = {16},
year = {2022},
url = {https://doi.org/10.1002/cpe.6015},
doi = {10.1002/CPE.6015},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/0055ZL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/ShenZWW022,
author = {Sheng Shen and
Tianqing Zhu and
Di Wu and
Wei Wang and
Wanlei Zhou},
title = {From distributed machine learning to federated learning: In the view
of data privacy and security},
journal = {Concurr. Comput. Pract. Exp.},
volume = {34},
number = {16},
year = {2022},
url = {https://doi.org/10.1002/cpe.6002},
doi = {10.1002/CPE.6002},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/ShenZWW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/ZhangZXZY22,
author = {Lefeng Zhang and
Tianqing Zhu and
Ping Xiong and
Wanlei Zhou and
Philip S. Yu},
title = {More than Privacy: Adopting Differential Privacy in Game-theoretic
Mechanism Design},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {7},
pages = {136:1--136:37},
year = {2022},
url = {https://doi.org/10.1145/3460771},
doi = {10.1145/3460771},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/ZhangZXZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LiuZJYZ22,
author = {Ximing Liu and
Tianqing Zhu and
Cuiqing Jiang and
Dayong Ye and
Fuqing Zhao},
title = {Prioritized Experience Replay based on Multi-armed Bandit},
journal = {Expert Syst. Appl.},
volume = {189},
pages = {116023},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2021.116023},
doi = {10.1016/J.ESWA.2021.116023},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/LiuZJYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/ChengYZZYZ22,
author = {Zishuo Cheng and
Dayong Ye and
Tianqing Zhu and
Wanlei Zhou and
Philip S. Yu and
Congcong Zhu},
title = {Multi-agent reinforcement learning via knowledge transfer with differentially
private noise},
journal = {Int. J. Intell. Syst.},
volume = {37},
number = {1},
pages = {799--828},
year = {2022},
url = {https://doi.org/10.1002/int.22648},
doi = {10.1002/INT.22648},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/ChengYZZYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/HuangZZL22,
author = {Wen Huang and
Shijie Zhou and
Tianqing Zhu and
Yongjian Liao},
title = {Privately Publishing Internet of Things Data: Bring Personalized Sampling
Into Differentially Private Mechanisms},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {1},
pages = {80--91},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3089518},
doi = {10.1109/JIOT.2021.3089518},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/HuangZZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhuZYCL22,
author = {Tianqing Zhu and
Wei Zhou and
Dayong Ye and
Zishuo Cheng and
Jin Li},
title = {Resource Allocation in IoT Edge Computing via Concurrent Federated
Reinforcement Learning},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {2},
pages = {1414--1426},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3086910},
doi = {10.1109/JIOT.2021.3086910},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/ZhuZYCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YuZZJ22,
author = {Xiang Yu and
Dongmei Zhang and
Tianqing Zhu and
Xinwei Jiang},
title = {Novel hybrid multi-head self-attention and multifractal algorithm
for non-stationary time series prediction},
journal = {Inf. Sci.},
volume = {613},
pages = {541--555},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.08.126},
doi = {10.1016/J.INS.2022.08.126},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/YuZZJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/XiongLRZ22,
author = {Ping Xiong and
Guirong Li and
Wei Ren and
Tianqing Zhu},
title = {{LOPO:} a location privacy preserving path optimization scheme for
spatial crowdsourcing},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {13},
number = {12},
pages = {5803--5818},
year = {2022},
url = {https://doi.org/10.1007/s12652-021-03266-x},
doi = {10.1007/S12652-021-03266-X},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/XiongLRZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NiWZYL22,
author = {Mingze Ni and
Ce Wang and
Tianqing Zhu and
Shui Yu and
Wei Liu},
title = {Attacking neural machine translations via hybrid attention learning},
journal = {Mach. Learn.},
volume = {111},
number = {11},
pages = {3977--4002},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06249-x},
doi = {10.1007/S10994-022-06249-X},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NiWZYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/TianZLZ22,
author = {Huan Tian and
Tianqing Zhu and
Wei Liu and
Wanlei Zhou},
title = {Image fairness in deep learning: problems, models, and challenges},
journal = {Neural Comput. Appl.},
volume = {34},
number = {15},
pages = {12875--12893},
year = {2022},
url = {https://doi.org/10.1007/s00521-022-07136-1},
doi = {10.1007/S00521-022-07136-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/TianZLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/ZouLRZ22,
author = {Huiying Zou and
Xiaofan Liu and
Wei Ren and
Tianqing Zhu},
title = {A Decentralized Electronic Reporting Scheme with Privacy Protection
Based on Proxy Signature and Blockchain},
journal = {Secur. Commun. Networks},
volume = {2022},
pages = {5424395:1--5424395:8},
year = {2022},
url = {https://doi.org/10.1155/2022/5424395},
doi = {10.1155/2022/5424395},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/ZouLRZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/YeZCZY22,
author = {Dayong Ye and
Tianqing Zhu and
Zishuo Cheng and
Wanlei Zhou and
Philip S. Yu},
title = {Differential Advising in Multiagent Reinforcement Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {6},
pages = {5508--5521},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.3034424},
doi = {10.1109/TCYB.2020.3034424},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/YeZCZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/YeZSZY22,
author = {Dayong Ye and
Tianqing Zhu and
Sheng Shen and
Wanlei Zhou and
Philip S. Yu},
title = {Differentially Private Multi-Agent Planning for Logistic-Like Problems},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {19},
number = {2},
pages = {1212--1226},
year = {2022},
url = {https://doi.org/10.1109/TDSC.2020.3017497},
doi = {10.1109/TDSC.2020.3017497},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/YeZSZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/YeSZLZ22,
author = {Dayong Ye and
Sheng Shen and
Tianqing Zhu and
Bo Liu and
Wanlei Zhou},
title = {One Parameter Defense - Defending Against Data Inference Attacks via
Differential Privacy},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {17},
pages = {1466--1480},
year = {2022},
url = {https://doi.org/10.1109/TIFS.2022.3163591},
doi = {10.1109/TIFS.2022.3163591},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/YeSZLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZLHZY22,
author = {Tao Zhang and
Tianqing Zhu and
Jing Li and
Mengde Han and
Wanlei Zhou and
Philip S. Yu},
title = {Fairness in Semi-Supervised Learning: Unlabeled Data Help to Reduce
Discrimination},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {4},
pages = {1763--1774},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3002567},
doi = {10.1109/TKDE.2020.3002567},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZLHZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuYWZY22,
author = {Tianqing Zhu and
Dayong Ye and
Wei Wang and
Wanlei Zhou and
Philip S. Yu},
title = {More Than Privacy: Applying Differential Privacy in Key Areas of Artificial
Intelligence},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {6},
pages = {2824--2843},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3014246},
doi = {10.1109/TKDE.2020.3014246},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuYWZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuLHXZ22,
author = {Tianqing Zhu and
Jin Li and
Xiangyu Hu and
Ping Xiong and
Wanlei Zhou},
title = {The Dynamic Privacy-Preserving Mechanisms for Online Dynamic Social
Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {6},
pages = {2962--2974},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3015835},
doi = {10.1109/TKDE.2020.3015835},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuLHXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/ZhuYZZ22,
author = {Congcong Zhu and
Dayong Ye and
Tianqing Zhu and
Wanlei Zhou},
title = {Time-optimal and privacy preserving route planning for carpool policy},
journal = {World Wide Web},
volume = {25},
number = {3},
pages = {1151--1168},
year = {2022},
url = {https://doi.org/10.1007/s11280-022-01026-1},
doi = {10.1007/S11280-022-01026-1},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/ZhuYZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/AbahusseinCZYZ22,
author = {Suleiman Abahussein and
Zishuo Cheng and
Tianqing Zhu and
Dayong Ye and
Wanlei Zhou},
editor = {Guodong Long and
Xinghuo Yu and
Sen Wang},
title = {Privacy-Preserving in Double Deep-Q-Network with Differential Privacy
in Continuous Spaces},
booktitle = {{AI} 2021: Advances in Artificial Intelligence - 34th Australasian
Joint Conference, {AI} 2021, Sydney, NSW, Australia, February 2-4,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13151},
pages = {15--26},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-97546-3\_2},
doi = {10.1007/978-3-030-97546-3\_2},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/AbahusseinCZYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06555,
author = {Dayong Ye and
Tianqing Zhu and
Shuai Zhou and
Bo Liu and
Wanlei Zhou},
title = {Label-only Model Inversion Attack: The Attack that Requires the Least
Information},
journal = {CoRR},
volume = {abs/2203.06555},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06555},
doi = {10.48550/ARXIV.2203.06555},
eprinttype = {arXiv},
eprint = {2203.06555},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06570,
author = {Dayong Ye and
Huiqiang Chen and
Shuai Zhou and
Tianqing Zhu and
Wanlei Zhou and
Shouling Ji},
title = {Model Inversion Attack against Transfer Learning: Inverting a Model
without Accessing It},
journal = {CoRR},
volume = {abs/2203.06570},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06570},
doi = {10.48550/ARXIV.2203.06570},
eprinttype = {arXiv},
eprint = {2203.06570},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06580,
author = {Dayong Ye and
Sheng Shen and
Tianqing Zhu and
Bo Liu and
Wanlei Zhou},
title = {One Parameter Defense - Defending against Data Inference Attacks via
Differential Privacy},
journal = {CoRR},
volume = {abs/2203.06580},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06580},
doi = {10.48550/ARXIV.2203.06580},
eprinttype = {arXiv},
eprint = {2203.06580},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11433,
author = {Chi Liu and
Huajie Chen and
Tianqing Zhu and
Jun Zhang and
Wanlei Zhou},
title = {Making DeepFakes more spurious: evading deep face forgery detection
via trace removal attack},
journal = {CoRR},
volume = {abs/2203.11433},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11433},
doi = {10.48550/ARXIV.2203.11433},
eprinttype = {arXiv},
eprint = {2203.11433},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05746,
author = {Yuexin Xiang and
Yuchen Lei and
Ding Bao and
Wei Ren and
Tiantian Li and
Qingqing Yang and
Wenmao Liu and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {{BABD:} {A} Bitcoin Address Behavior Dataset for Address Behavior
Pattern Analysis},
journal = {CoRR},
volume = {abs/2204.05746},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05746},
doi = {10.48550/ARXIV.2204.05746},
eprinttype = {arXiv},
eprint = {2204.05746},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11049,
author = {Guangsheng Zhang and
Bo Liu and
Huan Tian and
Tianqing Zhu and
Ming Ding and
Wanlei Zhou},
title = {How Does a Deep Learning Model Architecture Impact Its Privacy?},
journal = {CoRR},
volume = {abs/2210.11049},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11049},
doi = {10.48550/ARXIV.2210.11049},
eprinttype = {arXiv},
eprint = {2210.11049},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/ChenZSZX21,
author = {Xin Chen and
Tao Zhang and
Sheng Shen and
Tianqing Zhu and
Ping Xiong},
title = {An optimized differential privacy scheme with reinforcement learning
in {VANET}},
journal = {Comput. Secur.},
volume = {110},
pages = {102446},
year = {2021},
url = {https://doi.org/10.1016/j.cose.2021.102446},
doi = {10.1016/J.COSE.2021.102446},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/ChenZSZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/XiaZDJZ21,
author = {Yang Xia and
Tianqing Zhu and
Xiaofeng Ding and
Hai Jin and
Deqing Zou},
title = {Heterogeneous differential privacy for vertically partitioned databases},
journal = {Concurr. Comput. Pract. Exp.},
volume = {33},
number = {8},
year = {2021},
url = {https://doi.org/10.1002/cpe.5607},
doi = {10.1002/CPE.5607},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/XiaZDJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/HaoRXZC21,
author = {Xiaohan Hao and
Wei Ren and
Ruoting Xiong and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {Asymmetric cryptographic functions based on generative adversarial
neural networks for Internet of Things},
journal = {Future Gener. Comput. Syst.},
volume = {124},
pages = {243--253},
year = {2021},
url = {https://doi.org/10.1016/j.future.2021.05.030},
doi = {10.1016/J.FUTURE.2021.05.030},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/HaoRXZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/ChenZXWR21,
author = {Zhenfei Chen and
Tianqing Zhu and
Ping Xiong and
Chenguang Wang and
Wei Ren},
title = {Privacy preservation for image data: {A} GAN-based method},
journal = {Int. J. Intell. Syst.},
volume = {36},
number = {4},
pages = {1668--1685},
year = {2021},
url = {https://doi.org/10.1002/int.22356},
doi = {10.1002/INT.22356},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/ChenZXWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiRXZZCS21,
author = {Tiantian Li and
Wei Ren and
Yuexin Xiang and
Xianghan Zheng and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo and
Gautam Srivastava},
title = {{FAPS:} {A} fair, autonomous and privacy-preserving scheme for big
data exchange based on oblivious transfer, Ether cheque and smart
contracts},
journal = {Inf. Sci.},
volume = {544},
pages = {469--484},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.08.116},
doi = {10.1016/J.INS.2020.08.116},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LiRXZZCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/XiangRLZZC21,
author = {Yuexin Xiang and
Wei Ren and
Tiantian Li and
Xianghan Zheng and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {A multi-type and decentralized data transaction scheme based on smart
contracts and digital watermarks},
journal = {J. Netw. Comput. Appl.},
volume = {176},
pages = {102953},
year = {2021},
url = {https://doi.org/10.1016/j.jnca.2020.102953},
doi = {10.1016/J.JNCA.2020.102953},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jnca/XiangRLZZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/XiaoRZC21,
author = {Ruiyang Xiao and
Wei Ren and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {A Mixing Scheme Using a Decentralized Signature Protocol for Privacy
Protection in Bitcoin Blockchain},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {18},
number = {4},
pages = {1793--1803},
year = {2021},
url = {https://doi.org/10.1109/TDSC.2019.2938953},
doi = {10.1109/TDSC.2019.2938953},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/XiaoRZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/YeZSZ21,
author = {Dayong Ye and
Tianqing Zhu and
Sheng Shen and
Wanlei Zhou},
title = {A Differentially Private Game Theoretic Approach for Deceiving Cyber
Adversaries},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {16},
pages = {569--584},
year = {2021},
url = {https://doi.org/10.1109/TIFS.2020.3016842},
doi = {10.1109/TIFS.2020.3016842},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/YeZSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChivukulaYLZZ21,
author = {Aneesh Sreevallabh Chivukula and
Xinghao Yang and
Wei Liu and
Tianqing Zhu and
Wanlei Zhou},
title = {Game Theoretical Adversarial Deep Learning With Variational Adversaries},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {11},
pages = {3568--3581},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2020.2972320},
doi = {10.1109/TKDE.2020.2972320},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChivukulaYLZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/WangZHZWRL21,
author = {Zhibo Wang and
Jing Zhao and
Jiahui Hu and
Tianqing Zhu and
Qian Wang and
Ju Ren and
Chao Li},
title = {Towards Personalized Task-Oriented Worker Recruitment in Mobile Crowdsensing},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {20},
number = {5},
pages = {2080--2093},
year = {2021},
url = {https://doi.org/10.1109/TMC.2020.2973990},
doi = {10.1109/TMC.2020.2973990},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmc/WangZHZWRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/ChenZTW021,
author = {Zhenfei Chen and
Tianqing Zhu and
Bing Tian and
Yu Wang and
Wei Ren},
title = {A Semantic-based Replacement for Event Image Privacy},
booktitle = {24th {IEEE} International Conference on Computational Science and
Engineering, {CSE} 2021, Shenyang, China, October 20-22, 2021},
pages = {130--137},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CSE53436.2021.00028},
doi = {10.1109/CSE53436.2021.00028},
timestamp = {Tue, 15 Mar 2022 13:15:40 +0100},
biburl = {https://dblp.org/rec/conf/cse/ChenZTW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euc/QiuYWRZ21,
author = {Weihui Qiu and
Xin Yang and
Ming Wei and
Wei Ren and
Tianqing Zhu},
editor = {Shaohua Wan and
Xiaochun Cheng and
Celimuge Wu},
title = {A Blockchain-based Fast Authentication and Collaborative Video Data
Forwarding Scheme for Vehicular Networks},
booktitle = {19th {IEEE} International Conference on Embedded and Ubiquitous Computing,
{EUC} 2021, Shenyang, China, October 20-22, 2021},
pages = {56--63},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EUC53437.2021.00017},
doi = {10.1109/EUC53437.2021.00017},
timestamp = {Tue, 20 Feb 2024 19:40:20 +0100},
biburl = {https://dblp.org/rec/conf/euc/QiuYWRZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wasa/XiongLZZ21,
author = {Ping Xiong and
Lin Liang and
Yunli Zhu and
Tianqing Zhu},
editor = {Zhe Liu and
Fan Wu and
Sajal K. Das},
title = {Privacy Risk Assessment for Text Data Based on Semantic Correlation
Learning},
booktitle = {Wireless Algorithms, Systems, and Applications - 16th International
Conference, {WASA} 2021, Nanjing, China, June 25-27, 2021, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12939},
pages = {200--208},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86137-7\_22},
doi = {10.1007/978-3-030-86137-7\_22},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wasa/XiongLZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wasa/XuRTYZR21,
author = {Cheng Xu and
Wei Ren and
Daxi Tu and
Linchen Yu and
Tianqing Zhu and
Yi Ren},
editor = {Zhe Liu and
Fan Wu and
Sajal K. Das},
title = {{CDVT:} {A} Cluster-Based Distributed Video Transcoding Scheme for
Mobile Stream Services},
booktitle = {Wireless Algorithms, Systems, and Applications - 16th International
Conference, {WASA} 2021, Nanjing, China, June 25-27, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12937},
pages = {608--628},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85928-2\_48},
doi = {10.1007/978-3-030-85928-2\_48},
timestamp = {Wed, 15 Sep 2021 18:38:45 +0200},
biburl = {https://dblp.org/rec/conf/wasa/XuRTYZR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-07073,
author = {Bo Liu and
Ming Ding and
Hanyu Xue and
Tianqing Zhu and
Dayong Ye and
Li Song and
Wanlei Zhou},
title = {DP-Image: Differential Privacy for Image Data in Feature Space},
journal = {CoRR},
volume = {abs/2103.07073},
year = {2021},
url = {https://arxiv.org/abs/2103.07073},
eprinttype = {arXiv},
eprint = {2103.07073},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-07073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05974,
author = {Mengmeng Yang and
Ivan Tjuawinata and
Kwok{-}Yan Lam and
Tianqing Zhu and
Jun Zhao},
title = {Fair and Differentially Private Distributed Frequency Estimation},
journal = {CoRR},
volume = {abs/2104.05974},
year = {2021},
url = {https://arxiv.org/abs/2104.05974},
eprinttype = {arXiv},
eprint = {2104.05974},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08876,
author = {Yuexin Xiang and
Tiantian Li and
Wei Ren and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block
Mixing for Image Classification in Deep Learning},
journal = {CoRR},
volume = {abs/2105.08876},
year = {2021},
url = {https://arxiv.org/abs/2105.08876},
eprinttype = {arXiv},
eprint = {2105.08876},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10015,
author = {Xinghao Yang and
Weifeng Liu and
James Bailey and
Tianqing Zhu and
Dacheng Tao and
Wei Liu},
title = {Semantic-Preserving Adversarial Text Attacks},
journal = {CoRR},
volume = {abs/2108.10015},
year = {2021},
url = {https://arxiv.org/abs/2108.10015},
eprinttype = {arXiv},
eprint = {2108.10015},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00247,
author = {Hui Sun and
Tianqing Zhu and
Zhiqiu Zhang and
Dawei Jin and
Ping Xiong and
Wanlei Zhou},
title = {Adversarial Attacks Against Deep Generative Models on Data: {A} Survey},
journal = {CoRR},
volume = {abs/2112.00247},
year = {2021},
url = {https://arxiv.org/abs/2112.00247},
eprinttype = {arXiv},
eprint = {2112.00247},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/LiuHHXZ20,
author = {Jianghua Liu and
Jingyu Hou and
Xinyi Huang and
Yang Xiang and
Tianqing Zhu},
title = {Secure and efficient sharing of authenticated energy usage data with
privacy preservation},
journal = {Comput. Secur.},
volume = {92},
pages = {101756},
year = {2020},
url = {https://doi.org/10.1016/j.cose.2020.101756},
doi = {10.1016/J.COSE.2020.101756},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/LiuHHXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcan/WangZ00Y020,
author = {Minghao Wang and
Tianqing Zhu and
Tao Zhang and
Jun Zhang and
Shui Yu and
Wanlei Zhou},
title = {Security and privacy in 6G networks: New areas and new challenges},
journal = {Digit. Commun. Networks},
volume = {6},
number = {3},
pages = {281--291},
year = {2020},
url = {https://doi.org/10.1016/j.dcan.2020.07.003},
doi = {10.1016/J.DCAN.2020.07.003},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dcan/WangZ00Y020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/ZhuXLZY20,
author = {Tianqing Zhu and
Ping Xiong and
Gang Li and
Wanlei Zhou and
Philip S. Yu},
title = {Differentially private model publishing in cyber physical systems},
journal = {Future Gener. Comput. Syst.},
volume = {108},
pages = {1297--1306},
year = {2020},
url = {https://doi.org/10.1016/j.future.2018.04.016},
doi = {10.1016/J.FUTURE.2018.04.016},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/ZhuXLZY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/XiongZZLZ20,
author = {Ping Xiong and
Lefeng Zhang and
Tianqing Zhu and
Gang Li and
Wanlei Zhou},
title = {Private collaborative filtering under untrusted recommender server},
journal = {Future Gener. Comput. Syst.},
volume = {109},
pages = {511--520},
year = {2020},
url = {https://doi.org/10.1016/j.future.2018.05.077},
doi = {10.1016/J.FUTURE.2018.05.077},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/XiongZZLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/HeRZC20,
author = {Sen He and
Wei Ren and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {BoSMoS: {A} Blockchain-Based Status Monitoring System for Defending
Against Unauthorized Software Updating in Industrial Internet of Things},
journal = {{IEEE} Internet Things J.},
volume = {7},
number = {2},
pages = {948--959},
year = {2020},
url = {https://doi.org/10.1109/JIOT.2019.2947339},
doi = {10.1109/JIOT.2019.2947339},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/HeRZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/XuRYZC20,
author = {Cheng Xu and
Wei Ren and
Linchen Yu and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {A Hierarchical Encryption and Key Management Scheme for Layered Access
Control on {H.264/SVC} Bitstream in the Internet of Things},
journal = {{IEEE} Internet Things J.},
volume = {7},
number = {9},
pages = {8932--8942},
year = {2020},
url = {https://doi.org/10.1109/JIOT.2020.2997725},
doi = {10.1109/JIOT.2020.2997725},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/XuRYZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/0002HZ0C20,
author = {Wei Ren and
Jingjing Hu and
Tianqing Zhu and
Yi Ren and
Kim{-}Kwang Raymond Choo},
title = {A flexible method to defend against computationally resourceful miners
in blockchain proof of work},
journal = {Inf. Sci.},
volume = {507},
pages = {161--171},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.08.031},
doi = {10.1016/J.INS.2019.08.031},
timestamp = {Sat, 12 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/0002HZ0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/YeZZY20,
author = {Dayong Ye and
Tianqing Zhu and
Wanlei Zhou and
Philip S. Yu},
title = {Differentially Private Malicious Agent Avoidance in Multiagent Advising
Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {10},
pages = {4214--4227},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2019.2906574},
doi = {10.1109/TCYB.2019.2906574},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/YeZZY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/ZhangZXHTZ20,
author = {Tao Zhang and
Tianqing Zhu and
Ping Xiong and
Huan Huo and
Zahir Tari and
Wanlei Zhou},
title = {Correlated Differential Privacy: Feature Selection in Machine Learning},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {16},
number = {3},
pages = {2115--2124},
year = {2020},
url = {https://doi.org/10.1109/TII.2019.2936825},
doi = {10.1109/TII.2019.2936825},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/ZhangZXHTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsec/ZhangX0ZTS20,
author = {Yanxin Zhang and
Guanping Xiao and
Zheng Zheng and
Tianqing Zhu and
Ivor W. Tsang and
Yulei Sui},
title = {An Empirical Study of Code Deobfuscations on Detecting Obfuscated
Android Piggybacked Apps},
booktitle = {27th Asia-Pacific Software Engineering Conference, {APSEC} 2020, Singapore,
December 1-4, 2020},
pages = {41--50},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/APSEC51365.2020.00012},
doi = {10.1109/APSEC51365.2020.00012},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apsec/ZhangX0ZTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/Xue00SZ20,
author = {Hanyu Xue and
Bo Liu and
Ming Ding and
Li Song and
Tianqing Zhu},
title = {Hiding Private Information in Images From {AI}},
booktitle = {2020 {IEEE} International Conference on Communications, {ICC} 2020,
Dublin, Ireland, June 7-11, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICC40277.2020.9148656},
doi = {10.1109/ICC40277.2020.9148656},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/Xue00SZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/LiCRZ20,
author = {Haocong Li and
Yunjia Cheng and
Wei Ren and
Tianqing Zhu},
editor = {Jia Hu and
Geyong Min and
Nektarios Georgalas and
Zhiwei Zhao and
Fei Hao and
Wang Miao},
title = {A Fast Robustness Quantification Method for Evaluating Typical Deep
Learning Models by Generally Image Processing},
booktitle = {{IEEE} International Conference on Parallel {\&} Distributed Processing
with Applications, Big Data {\&} Cloud Computing, Sustainable
Computing {\&} Communications, Social Computing {\&} Networking,
ISPA/BDCloud/SocialCom/SustainCom 2020, Exeter, United Kingdom, December
17-19, 2020},
pages = {110--117},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00040},
doi = {10.1109/ISPA-BDCLOUD-SOCIALCOM-SUSTAINCOM51426.2020.00040},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ispa/LiCRZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4cs/ChenZW0X20,
author = {Zhenfei Chen and
Tianqing Zhu and
Chenguang Wang and
Wei Ren and
Ping Xiong},
editor = {Xiaofeng Chen and
Hongyang Yan and
Qiben Yan and
Xiangliang Zhang},
title = {GAN-Based Image Privacy Preservation: Balancing Privacy and Utility},
booktitle = {Machine Learning for Cyber Security - Third International Conference,
{ML4CS} 2020, Guangzhou, China, October 8-10, 2020, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {12486},
pages = {287--296},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62223-7\_24},
doi = {10.1007/978-3-030-62223-7\_24},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ml4cs/ChenZW0X20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nss/WangZCSR20,
author = {Yuao Wang and
Tianqing Zhu and
Wenhan Chang and
Sheng Shen and
Wei Ren},
editor = {Miroslaw Kutylowski and
Jun Zhang and
Chao Chen},
title = {Model Poisoning Defense on Federated Learning: {A} Validation Based
Approach},
booktitle = {Network and System Security - 14th International Conference, {NSS}
2020, Melbourne, VIC, Australia, November 25-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12570},
pages = {207--223},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65745-1\_12},
doi = {10.1007/978-3-030-65745-1\_12},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nss/WangZCSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nss/TangZXWR20,
author = {Jingye Tang and
Tianqing Zhu and
Ping Xiong and
Yu Wang and
Wei Ren},
editor = {Miroslaw Kutylowski and
Jun Zhang and
Chao Chen},
title = {Privacy and Utility Trade-Off for Textual Analysis via Calibrated
Multivariate Perturbations},
booktitle = {Network and System Security - 14th International Conference, {NSS}
2020, Melbourne, VIC, Australia, November 25-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12570},
pages = {342--353},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65745-1\_20},
doi = {10.1007/978-3-030-65745-1\_20},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nss/TangZXWR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nss/GuZLZR20,
author = {Xiuting Gu and
Tianqing Zhu and
Jie Li and
Tao Zhang and
Wei Ren},
editor = {Miroslaw Kutylowski and
Jun Zhang and
Chao Chen},
title = {The Impact of Differential Privacy on Model Fairness in Federated
Learning},
booktitle = {Network and System Security - 14th International Conference, {NSS}
2020, Melbourne, VIC, Australia, November 25-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12570},
pages = {419--430},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65745-1\_25},
doi = {10.1007/978-3-030-65745-1\_25},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nss/GuZLZR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/HuangZZLWQ20,
author = {Wen Huang and
Shijie Zhou and
Tianqing Zhu and
Yongjian Liao and
Chunjiang Wu and
Shilin Qiu},
editor = {Guojun Wang and
Ryan K. L. Ko and
Md. Zakirul Alam Bhuiyan and
Yi Pan},
title = {Improving Laplace Mechanism of Differential Privacy by Personalized
Sampling},
booktitle = {19th {IEEE} International Conference on Trust, Security and Privacy
in Computing and Communications, TrustCom 2020, Guangzhou, China,
December 29, 2020 - January 1, 2021},
pages = {623--630},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/TrustCom50675.2020.00088},
doi = {10.1109/TRUSTCOM50675.2020.00088},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/HuangZZLWQ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/Hao0ZZ20,
author = {Xiaohan Hao and
Wei Ren and
Wenwen Zheng and
Tianqing Zhu},
editor = {Guojun Wang and
Ryan K. L. Ko and
Md. Zakirul Alam Bhuiyan and
Yi Pan},
title = {SCScan: {A} SVM-based Scanning System for Vulnerabilities in Blockchain
Smart Contracts},
booktitle = {19th {IEEE} International Conference on Trust, Security and Privacy
in Computing and Communications, TrustCom 2020, Guangzhou, China,
December 29, 2020 - January 1, 2021},
pages = {1598--1605},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/TrustCom50675.2020.00221},
doi = {10.1109/TRUSTCOM50675.2020.00221},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/Hao0ZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/iet/20/WangZZ20,
author = {Minghao Wang and
Xuhan Zuo and
Tianqing Zhu},
editor = {Haojun Huang and
Lizhe Wang and
Yulei Wu and
Kim{-}Kwang Raymond Choo},
title = {Blockchain in 5G and 6G networks},
booktitle = {Blockchains for Network Security: Principles, technologies and applications},
pages = {137--173},
publisher = {Institution of Engineering and Technology},
year = {2020},
url = {https://doi.org/10.1049/pbpc029e\_ch6},
doi = {10.1049/PBPC029E\_CH6},
timestamp = {Wed, 16 Dec 2020 11:49:12 +0100},
biburl = {https://dblp.org/rec/books/iet/20/WangZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00180,
author = {Tao Zhang and
Tianqing Zhu and
Renping Liu and
Wanlei Zhou},
title = {Correlated Data in Differential Privacy: Definition and Analysis},
journal = {CoRR},
volume = {abs/2008.00180},
year = {2020},
url = {https://arxiv.org/abs/2008.00180},
eprinttype = {arXiv},
eprint = {2008.00180},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01916,
author = {Tianqing Zhu and
Dayong Ye and
Wei Wang and
Wanlei Zhou and
Philip S. Yu},
title = {More Than Privacy: Applying Differential Privacy in Key Areas of Artificial
Intelligence},
journal = {CoRR},
volume = {abs/2008.01916},
year = {2020},
url = {https://arxiv.org/abs/2008.01916},
eprinttype = {arXiv},
eprint = {2008.01916},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03686,
author = {Mengmeng Yang and
Lingjuan Lyu and
Jun Zhao and
Tianqing Zhu and
Kwok{-}Yan Lam},
title = {Local Differential Privacy and Its Applications: {A} Comprehensive
Survey},
journal = {CoRR},
volume = {abs/2008.03686},
year = {2020},
url = {https://arxiv.org/abs/2008.03686},
eprinttype = {arXiv},
eprint = {2008.03686},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05629,
author = {Dayong Ye and
Tianqing Zhu and
Sheng Shen and
Wanlei Zhou},
title = {A Differentially Private Game Theoretic Approach for Deceiving Cyber
Adversaries},
journal = {CoRR},
volume = {abs/2008.05629},
year = {2020},
url = {https://arxiv.org/abs/2008.05629},
eprinttype = {arXiv},
eprint = {2008.05629},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06832,
author = {Dayong Ye and
Tianqing Zhu and
Sheng Shen and
Wanlei Zhou and
Philip S. Yu},
title = {Differentially Private Multi-Agent Planning for Logistic-like Problems},
journal = {CoRR},
volume = {abs/2008.06832},
year = {2020},
url = {https://arxiv.org/abs/2008.06832},
eprinttype = {arXiv},
eprint = {2008.06832},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12199,
author = {Chi Liu and
Tianqing Zhu and
Jun Zhang and
Wanlei Zhou},
title = {Privacy Intelligence: {A} Survey on Image Sharing on Online Social
Networks},
journal = {CoRR},
volume = {abs/2008.12199},
year = {2020},
url = {https://arxiv.org/abs/2008.12199},
eprinttype = {arXiv},
eprint = {2008.12199},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05107,
author = {Yuexin Xiang and
Wei Ren and
Tiantian Li and
Xianghan Zheng and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {Efficiently Constructing Adversarial Examples by Feature Watermarking},
journal = {CoRR},
volume = {abs/2009.05107},
year = {2020},
url = {https://arxiv.org/abs/2009.05107},
eprinttype = {arXiv},
eprint = {2009.05107},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06190,
author = {Tao Zhang and
Tianqing Zhu and
Mengde Han and
Jing Li and
Wanlei Zhou and
Philip S. Yu},
title = {Fairness Constraints in Semi-supervised Learning},
journal = {CoRR},
volume = {abs/2009.06190},
year = {2020},
url = {https://arxiv.org/abs/2009.06190},
eprinttype = {arXiv},
eprint = {2009.06190},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12040,
author = {Tao Zhang and
Tianqing Zhu and
Jing Li and
Mengde Han and
Wanlei Zhou and
Philip S. Yu},
title = {Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce
Discrimination},
journal = {CoRR},
volume = {abs/2009.12040},
year = {2020},
url = {https://arxiv.org/abs/2009.12040},
eprinttype = {arXiv},
eprint = {2009.12040},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03094,
author = {Tao Zhang and
Tianqing Zhu and
Ping Xiong and
Huan Huo and
Zahir Tari and
Wanlei Zhou},
title = {Correlated Differential Privacy: Feature Selection in Machine Learning},
journal = {CoRR},
volume = {abs/2010.03094},
year = {2020},
url = {https://arxiv.org/abs/2010.03094},
eprinttype = {arXiv},
eprint = {2010.03094},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09258,
author = {Sheng Shen and
Tianqing Zhu and
Di Wu and
Wei Wang and
Wanlei Zhou},
title = {From Distributed Machine Learning To Federated Learning: In The View
Of Data Privacy And Security},
journal = {CoRR},
volume = {abs/2010.09258},
year = {2020},
url = {https://arxiv.org/abs/2010.09258},
eprinttype = {arXiv},
eprint = {2010.09258},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00976,
author = {Wen Huang and
Shijie Zhou and
Tianqing Zhu and
Yongjian Liao},
title = {the Connection between Cryptography and Differential Privacy: a Survey},
journal = {CoRR},
volume = {abs/2011.00976},
year = {2020},
url = {https://arxiv.org/abs/2011.00976},
eprinttype = {arXiv},
eprint = {2011.00976},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03640,
author = {Dayong Ye and
Tianqing Zhu and
Zishuo Cheng and
Wanlei Zhou and
Philip S. Yu},
title = {Differential Advising in Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2011.03640},
year = {2020},
url = {https://arxiv.org/abs/2011.03640},
eprinttype = {arXiv},
eprint = {2011.03640},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YaoCHDZC19,
author = {Shixiong Yao and
Jing Chen and
Kun He and
Ruiying Du and
Tianqing Zhu and
Xin Chen},
title = {PBCert: Privacy-Preserving Blockchain-Based Certificate Status Validation
Toward Mass Storage Management},
journal = {{IEEE} Access},
volume = {7},
pages = {6117--6128},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2018.2889898},
doi = {10.1109/ACCESS.2018.2889898},
timestamp = {Wed, 13 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/YaoCHDZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodb/LuZOXLJHLMYZKW19,
author = {Nan Lu and
Tianqing Zhu and
Fangqun Ouyang and
Yan Xia and
Qingfen Li and
Zirui Jia and
Jiwen Hu and
Juanjuan Ling and
Wenjun Ma and
Guijuan Yang and
Hanguo Zhang and
Lisheng Kong and
Junhui Wang},
title = {PICEAdatabase: a web database for Picea omics and phenotypic information},
journal = {Database J. Biol. Databases Curation},
volume = {2019},
pages = {baz089},
year = {2019},
url = {https://doi.org/10.1093/database/baz089},
doi = {10.1093/DATABASE/BAZ089},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodb/LuZOXLJHLMYZKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/XiongZZRZ19,
author = {Ping Xiong and
Danyang Zhu and
Lefeng Zhang and
Wei Ren and
Tianqing Zhu},
title = {Optimizing rewards allocation for privacy-preserving spatial crowdsourcing},
journal = {Comput. Commun.},
volume = {146},
pages = {85--94},
year = {2019},
url = {https://doi.org/10.1016/j.comcom.2019.07.020},
doi = {10.1016/J.COMCOM.2019.07.020},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/XiongZZRZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/00010Z0Z19,
author = {Bo Liu and
Ming Ding and
Tianqing Zhu and
Yong Xiang and
Wanlei Zhou},
title = {Adversaries or allies? Privacy and deep learning in big data era},
journal = {Concurr. Comput. Pract. Exp.},
volume = {31},
number = {19},
year = {2019},
url = {https://doi.org/10.1002/cpe.5102},
doi = {10.1002/CPE.5102},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/00010Z0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/ZhangX0Z19,
author = {Lefeng Zhang and
Ping Xiong and
Wei Ren and
Tianqing Zhu},
title = {A differentially private method for crowdsourcing data submission},
journal = {Concurr. Comput. Pract. Exp.},
volume = {31},
number = {19},
year = {2019},
url = {https://doi.org/10.1002/cpe.5100},
doi = {10.1002/CPE.5100},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/ZhangX0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/YangZLZD19,
author = {Mengmeng Yang and
Tianqing Zhu and
Kaitai Liang and
Wanlei Zhou and
Robert H. Deng},
title = {A blockchain-based location privacy-preserving crowdsensing system},
journal = {Future Gener. Comput. Syst.},
volume = {94},
pages = {408--418},
year = {2019},
url = {https://doi.org/10.1016/j.future.2018.11.046},
doi = {10.1016/J.FUTURE.2018.11.046},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/YangZLZD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/Zhang0Z019,
author = {Yaocheng Zhang and
Wei Ren and
Tianqing Zhu and
Yi Ren},
title = {SaaS: {A} situational awareness and analysis system for massive android
malware detection},
journal = {Future Gener. Comput. Syst.},
volume = {95},
pages = {548--559},
year = {2019},
url = {https://doi.org/10.1016/j.future.2018.12.028},
doi = {10.1016/J.FUTURE.2018.12.028},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/Zhang0Z019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/ZhengJHRXZ19,
author = {Rongyue Zheng and
Jianlin Jiang and
Xiaohan Hao and
Wei Ren and
Feng Xiong and
Tianqing Zhu},
title = {CaACBIM: {A} Context-aware Access Control Model for {BIM}},
journal = {Inf.},
volume = {10},
number = {2},
pages = {47},
year = {2019},
url = {https://doi.org/10.3390/info10020047},
doi = {10.3390/INFO10020047},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/information/ZhengJHRXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/ZhangRZF19,
author = {Yaocheng Zhang and
Wei Ren and
Tianqing Zhu and
Ehoche Faith},
title = {MoSa: {A} Modeling and Sentiment Analysis System for Mobile Application
Big Data},
journal = {Symmetry},
volume = {11},
number = {1},
pages = {115},
year = {2019},
url = {https://doi.org/10.3390/sym11010115},
doi = {10.3390/SYM11010115},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/symmetry/ZhangRZF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/FuLYYYZ19,
author = {Cai Fu and
Xiao{-}Yang Liu and
Jia Yang and
Laurence T. Yang and
Shui Yu and
Tianqing Zhu},
title = {Wormhole: The Hidden Virus Propagation Power of the Search Engine
in Social Networks},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {16},
number = {4},
pages = {693--710},
year = {2019},
url = {https://doi.org/10.1109/TDSC.2017.2703887},
doi = {10.1109/TDSC.2017.2703887},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdsc/FuLYYYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/JiLPZ0W19,
author = {Shaoxiong Ji and
Guodong Long and
Shirui Pan and
Tianqing Zhu and
Jing Jiang and
Sen Wang},
editor = {Guoliang Li and
Jun Yang and
Jo{\~{a}}o Gama and
Juggapong Natwichai and
Yongxin Tong},
title = {Detecting Suicidal Ideation with Data Protection in Online Communities},
booktitle = {Database Systems for Advanced Applications - 24th International Conference,
{DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
Part III, and {DASFAA} 2019 International Workshops: BDMS, BDQM, and
GDMA, Chiang Mai, Thailand, April 22-25, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11448},
pages = {225--229},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-18590-9\_17},
doi = {10.1007/978-3-030-18590-9\_17},
timestamp = {Mon, 30 Nov 2020 08:47:27 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/JiLPZ0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/LiuZZWZD19,
author = {Bo Liu and
Tianqing Zhu and
Wanlei Zhou and
Kun Wang and
Haibo Zhou and
Ming Ding},
title = {Protecting Privacy-Sensitive Locations in Trajectories with Correlated
Positions},
booktitle = {2019 {IEEE} Global Communications Conference, {GLOBECOM} 2019, Waikoloa,
HI, USA, December 9-13, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/GLOBECOM38437.2019.9013262},
doi = {10.1109/GLOBECOM38437.2019.9013262},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globecom/LiuZZWZD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/ShenZYYLZ19,
author = {Sheng Shen and
Tianqing Zhu and
Dayong Ye and
Mengmeng Yang and
Tingting Liao and
Wanlei Zhou},
editor = {Sheng Wen and
Albert Y. Zomaya and
Laurence T. Yang},
title = {Simultaneously Advising via Differential Privacy in Cloud Servers
Environment},
booktitle = {Algorithms and Architectures for Parallel Processing - 19th International
Conference, {ICA3PP} 2019, Melbourne, VIC, Australia, December 9-11,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11944},
pages = {550--563},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-38991-8\_36},
doi = {10.1007/978-3-030-38991-8\_36},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ica3pp/ShenZYYLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/WuQZ00S19,
author = {Junfang Wu and
Weizhong Qiang and
Tianqing Zhu and
Hai Jin and
Peng Xu and
Sheng Shen},
editor = {Sheng Wen and
Albert Y. Zomaya and
Laurence T. Yang},
title = {Differential Privacy Preservation for Smart Meter Systems},
booktitle = {Algorithms and Architectures for Parallel Processing - 19th International
Conference, {ICA3PP} 2019, Melbourne, VIC, Australia, December 9-11,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11944},
pages = {669--685},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-38991-8\_44},
doi = {10.1007/978-3-030-38991-8\_44},
timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ica3pp/WuQZ00S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/ZhuY19,
author = {Tianqing Zhu and
Philip S. Yu},
title = {Applying Differential Privacy Mechanism in Artificial Intelligence},
booktitle = {39th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2019, Dallas, TX, USA, July 7-10, 2019},
pages = {1601--1609},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDCS.2019.00159},
doi = {10.1109/ICDCS.2019.00159},
timestamp = {Wed, 06 Nov 2019 12:17:39 +0100},
biburl = {https://dblp.org/rec/conf/icdcs/ZhuY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/iet/19/YangZ19,
author = {Mengmeng Yang and
Tianqing Zhu},
editor = {Wei Ren and
Lizhe Wang and
Kim{-}Kwang Raymond Choo and
Fatos Xhafa},
title = {Privacy preserving in big data},
booktitle = {Security and Privacy for Big Data, Cloud Computing and Applications},
pages = {1--25},
publisher = {Institution of Engineering and Technology},
year = {2019},
url = {https://doi.org/10.1049/pbpc028e\_ch1},
doi = {10.1049/PBPC028E\_CH1},
timestamp = {Wed, 16 Dec 2020 11:46:44 +0100},
biburl = {https://dblp.org/rec/books/iet/19/YangZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07665,
author = {Shaoxiong Ji and
Guodong Long and
Shirui Pan and
Tianqing Zhu and
Jing Jiang and
Sen Wang and
Xue Li},
title = {Decentralized Learning with Average Difference Aggregation for Proactive
Online Social Care},
journal = {CoRR},
volume = {abs/1905.07665},
year = {2019},
url = {http://arxiv.org/abs/1905.07665},
eprinttype = {arXiv},
eprint = {1905.07665},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/LiuZZXW18,
author = {Bo Liu and
Wanlei Zhou and
Tianqing Zhu and
Yong Xiang and
Kun Wang},
title = {Location Privacy in Mobile Applications},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-1705-7},
doi = {10.1007/978-981-13-1705-7},
isbn = {978-981-13-1704-0},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/LiuZZXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangZXZ18,
author = {Mengmeng Yang and
Tianqing Zhu and
Yang Xiang and
Wanlei Zhou},
title = {Density-Based Location Preservation for Mobile Crowdsensing With Differential
Privacy},
journal = {{IEEE} Access},
volume = {6},
pages = {14779--14789},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2816918},
doi = {10.1109/ACCESS.2018.2816918},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangZXZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangZLXZ18,
author = {Mengmeng Yang and
Tianqing Zhu and
Bo Liu and
Yang Xiang and
Wanlei Zhou},
title = {Machine Learning Differential Privacy With Multifunctional Aggregation
in a Fog Computing Architecture},
journal = {{IEEE} Access},
volume = {6},
pages = {17119--17129},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2817523},
doi = {10.1109/ACCESS.2018.2817523},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangZLXZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiuZZGX18,
author = {Bo Liu and
Wanlei Zhou and
Tianqing Zhu and
Longxiang Gao and
Yong Xiang},
title = {Location Privacy and Its Applications: {A} Systematic Study},
journal = {{IEEE} Access},
volume = {6},
pages = {17606--17624},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2822260},
doi = {10.1109/ACCESS.2018.2822260},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiuZZGX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangZLXZ18a,
author = {Mengmeng Yang and
Tianqing Zhu and
Bo Liu and
Yang Xiang and
Wanlei Zhou},
title = {Differential Private {POI} Queries via Johnson-Lindenstrauss Transform},
journal = {{IEEE} Access},
volume = {6},
pages = {29685--29699},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2840726},
doi = {10.1109/ACCESS.2018.2840726},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangZLXZ18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhongRZRC18,
author = {Sheng Zhong and
Wei Ren and
Tianqing Zhu and
Yi Ren and
Kim{-}Kwang Raymond Choo},
title = {Performance and Security Evaluations of Identity- and Pairing-Based
Digital Signature Algorithms on Windows, Android, and Linux Platforms:
Revisiting the Algorithms of Cha and Cheon, Hess, Barreto, Libert,
Mccullagh and Quisquater, and Paterson and Schuldt},
journal = {{IEEE} Access},
volume = {6},
pages = {37850--37857},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2853703},
doi = {10.1109/ACCESS.2018.2853703},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZhongRZRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiRZC18,
author = {Simin Li and
Wei Ren and
Tianqing Zhu and
Kim{-}Kwang Raymond Choo},
title = {Lico: {A} Lightweight Access Control Model for Inter-Networking Linkages},
journal = {{IEEE} Access},
volume = {6},
pages = {51748--51755},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2870148},
doi = {10.1109/ACCESS.2018.2870148},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiRZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhangZHZ18,
author = {Bo Zhang and
Tianqing Zhu and
Chengyu Hu and
Chuan Zhao},
title = {Cryptanalysis of a Lightweight Certificateless Signature Scheme for
{IIOT} Environments},
journal = {{IEEE} Access},
volume = {6},
pages = {73885--73894},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2883581},
doi = {10.1109/ACCESS.2018.2883581},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZhangZHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csse/ZhuYX0Z18,
author = {Tianqing Zhu and
Mengmeng Yang and
Ping Xiong and
Yang Xiang and
Wanlei Zhou},
title = {An iteration-based differentially private social network data release},
journal = {Comput. Syst. Sci. Eng.},
volume = {33},
number = {2},
year = {2018},
url = {https://doi.org/10.32604/csse.2018.33.061},
doi = {10.32604/CSSE.2018.33.061},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csse/ZhuYX0Z18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/LiRZRQJ18,
author = {Yangfan Li and
Wei Ren and
Tianqing Zhu and
Yi Ren and
Yue Qin and
Wei Jie},
title = {{RIMS:} {A} Real-time and Intelligent Monitoring System for live-broadcasting
platforms},
journal = {Future Gener. Comput. Syst.},
volume = {87},
pages = {259--266},
year = {2018},
url = {https://doi.org/10.1016/j.future.2018.04.012},
doi = {10.1016/J.FUTURE.2018.04.012},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/LiRZRQJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/ZhuLXZ18,
author = {Tianqing Zhu and
Gang Li and
Ping Xiong and
Wanlei Zhou},
title = {Answering differentially private queries for continual datasets release},
journal = {Future Gener. Comput. Syst.},
volume = {87},
pages = {816--827},
year = {2018},
url = {https://doi.org/10.1016/j.future.2017.05.007},
doi = {10.1016/J.FUTURE.2017.05.007},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/ZhuLXZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fi/GuoRRZ18,
author = {Jinyi Guo and
Wei Ren and
Yi Ren and
Tianqing Zhu},
title = {A Watermark-Based In-Situ Access Control Model for Image Big Data},
journal = {Future Internet},
volume = {10},
number = {8},
pages = {69},
year = {2018},
url = {https://doi.org/10.3390/fi10080069},
doi = {10.3390/FI10080069},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fi/GuoRRZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/LiuDZXZ18,
author = {Bo Liu and
Ming Ding and
Tianqing Zhu and
Yong Xiang and
Wanlei Zhou},
title = {Using Adversarial Noises to Protect Privacy in Deep Learning Era},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2018, Abu Dhabi,
United Arab Emirates, December 9-13, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/GLOCOM.2018.8647189},
doi = {10.1109/GLOCOM.2018.8647189},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globecom/LiuDZXZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/Zhang0ZB18,
author = {Yaocheng Zhang and
Wei Ren and
Tianqing Zhu and
Wei Bi},
editor = {Jaideep Vaidya and
Jin Li},
title = {MoSa: {A} Modeling and Sentiment Analysis System for Mobile Application
Big Data},
booktitle = {Algorithms and Architectures for Parallel Processing - 18th International
Conference, {ICA3PP} 2018, Guangzhou, China, November 15-17, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11335},
pages = {582--595},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-05054-2\_44},
doi = {10.1007/978-3-030-05054-2\_44},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ica3pp/Zhang0ZB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangXZ18,
author = {Lefeng Zhang and
Ping Xiong and
Tianqing Zhu},
editor = {Mohadeseh Ganji and
Lida Rashidi and
Benjamin C. M. Fung and
Can Wang},
title = {A Differentially Private Method for Crowdsourcing Data Submission},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC,
Australia, June 3, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11154},
pages = {142--148},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04503-6\_13},
doi = {10.1007/978-3-030-04503-6\_13},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhangXZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/ais/ZhuLZY17,
author = {Tianqing Zhu and
Gang Li and
Wanlei Zhou and
Philip S. Yu},
title = {Differential Privacy and Applications},
series = {Advances in Information Security},
volume = {69},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-62004-6},
doi = {10.1007/978-3-319-62004-6},
isbn = {978-3-319-62002-2},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ais/ZhuLZY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eis/XiongZZ17,
author = {Ping Xiong and
Lefeng Zhang and
Tianqing Zhu},
title = {Reward-based spatial crowdsourcing with differential privacy preservation},
journal = {Enterp. Inf. Syst.},
volume = {11},
number = {10},
pages = {1500--1517},
year = {2017},
url = {https://doi.org/10.1080/17517575.2016.1253874},
doi = {10.1080/17517575.2016.1253874},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eis/XiongZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/LiFLYZH17,
author = {Min Li and
Cai Fu and
Xiao{-}Yang Liu and
Jia Yang and
Tianqing Zhu and
Lansheng Han},
title = {Evolutionary virus immune strategy for temporal networks based on
community vitality},
journal = {Future Gener. Comput. Syst.},
volume = {74},
pages = {276--290},
year = {2017},
url = {https://doi.org/10.1016/j.future.2016.05.015},
doi = {10.1016/J.FUTURE.2016.05.015},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/LiFLYZH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imcs/PattersonHZ17,
author = {Nicholas Charles Patterson and
Michael Hobbs and
Tianqing Zhu},
title = {A cyber-threat analytic model for autonomous detection of virtual
property theft},
journal = {Inf. Comput. Secur.},
volume = {25},
number = {4},
pages = {358--381},
year = {2017},
url = {https://doi.org/10.1108/ICS-11-2016-0087},
doi = {10.1108/ICS-11-2016-0087},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imcs/PattersonHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuLZY17,
author = {Tianqing Zhu and
Gang Li and
Wanlei Zhou and
Philip S. Yu},
title = {Differentially Private Data Publishing and Analysis: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {8},
pages = {1619--1638},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2697856},
doi = {10.1109/TKDE.2017.2697856},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuLZY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/LiuZZZL17,
author = {Bo Liu and
Wanlei Zhou and
Tianqing Zhu and
Haibo Zhou and
Xiaodong Lin},
title = {Invisible Hand: {A} Privacy Preserving Mobile Crowd Sensing Framework
Based on Economic Models},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {66},
number = {5},
pages = {4410--4423},
year = {2017},
url = {https://doi.org/10.1109/TVT.2016.2611761},
doi = {10.1109/TVT.2016.2611761},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/LiuZZZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhuXLZY17,
author = {Tianqing Zhu and
Ping Xiong and
Gang Li and
Wanlei Zhou and
Philip S. Yu},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {Differentially private query learning: From data publishing to model
publishing},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {1117--1122},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258037},
doi = {10.1109/BIGDATA.2017.8258037},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhuXLZY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gpc/YangZXZ17,
author = {Mengmeng Yang and
Tianqing Zhu and
Yang Xiang and
Wanlei Zhou},
editor = {Man Ho Allen Au and
Arcangelo Castiglione and
Kim{-}Kwang Raymond Choo and
Francesco Palmieri and
Kuan{-}Ching Li},
title = {Personalized Privacy Preserving Collaborative Filtering},
booktitle = {Green, Pervasive, and Cloud Computing - 12th International Conference,
{GPC} 2017, Cetara, Italy, May 11-14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10232},
pages = {371--385},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57186-7\_28},
doi = {10.1007/978-3-319-57186-7\_28},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gpc/YangZXZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/QiangXSZJ17,
author = {Weizhong Qiang and
Gongping Xu and
Guozhong Sun and
Tianqing Zhu and
Hai Jin},
title = {CloudController: {A} Writable and Heterogeneous-Adaptive Virtual Machine
Introspection for Cloud Management},
booktitle = {2017 {IEEE} Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4,
2017},
pages = {177--184},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.235},
doi = {10.1109/TRUSTCOM/BIGDATASE/ICESS.2017.235},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/QiangXSZJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/YangZMXZ17,
author = {Mengmeng Yang and
Tianqing Zhu and
Lichuan Ma and
Yang Xiang and
Wanlei Zhou},
title = {Privacy Preserving Collaborative Filtering via the Johnson-Lindenstrauss
Transform},
booktitle = {2017 {IEEE} Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4,
2017},
pages = {417--424},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.266},
doi = {10.1109/TRUSTCOM/BIGDATASE/ICESS.2017.266},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/YangZMXZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05095,
author = {Tianqing Zhu and
Ping Xiong and
Gang Li and
Wanlei Zhou and
Philip S. Yu},
title = {Differentially Private Query Learning: from Data Publishing to Model
Publishing},
journal = {CoRR},
volume = {abs/1710.05095},
year = {2017},
url = {http://arxiv.org/abs/1710.05095},
eprinttype = {arXiv},
eprint = {1710.05095},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/XiongZZ16,
author = {Ping Xiong and
Lefeng Zhang and
Tianqing Zhu},
title = {Semantic analysis in location privacy preserving},
journal = {Concurr. Comput. Pract. Exp.},
volume = {28},
number = {6},
pages = {1884--1899},
year = {2016},
url = {https://doi.org/10.1002/cpe.3508},
doi = {10.1002/CPE.3508},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/XiongZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhuLZXY16,
author = {Tianqing Zhu and
Gang Li and
Wanlei Zhou and
Ping Xiong and
Cao Yuan},
title = {Privacy-preserving topic model for tagging recommender systems},
journal = {Knowl. Inf. Syst.},
volume = {46},
number = {1},
pages = {33--58},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0832-9},
doi = {10.1007/S10115-015-0832-9},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhuLZXY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/XiongZNL16,
author = {Ping Xiong and
Tianqing Zhu and
Wenjia Niu and
Gang Li},
title = {A differentially private algorithm for location data release},
journal = {Knowl. Inf. Syst.},
volume = {47},
number = {3},
pages = {647--669},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0856-1},
doi = {10.1007/S10115-015-0856-1},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/XiongZNL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/WangJZXZC16,
author = {Daibin Wang and
Hai Jin and
Deqing Zou and
Peng Xu and
Tianqing Zhu and
Gang Chen},
title = {Taming transitive permission attack via bytecode rewriting on Android
application},
journal = {Secur. Commun. Networks},
volume = {9},
number = {13},
pages = {2100--2114},
year = {2016},
url = {https://doi.org/10.1002/sec.1466},
doi = {10.1002/SEC.1466},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/WangJZXZC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/LiuZZGLZ16,
author = {Bo Liu and
Wanlei Zhou and
Tianqing Zhu and
Longxiang Gao and
Tom H. Luan and
Haibo Zhou},
title = {Silence is Golden: Enhancing Privacy of Location-Based Services by
Content Broadcasting and Active Caching in Wireless Vehicular Networks},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {65},
number = {12},
pages = {9942--9953},
year = {2016},
url = {https://doi.org/10.1109/TVT.2016.2531185},
doi = {10.1109/TVT.2016.2531185},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvt/LiuZZGLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/es/TianKZX16,
author = {Xianghong Tian and
Jie Kong and
Tianqing Zhu and
Haiyang Xia},
editor = {Gang Li and
Yale Yu},
title = {Discovering Learning Patterns of Male and Female Students by Contrast
Targeted Rule Mining},
booktitle = {4th International Conference on Enterprise Systems, {ES} 2016, Melbourne,
Australia, November 2-3, 2016},
pages = {196--202},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ES.2016.32},
doi = {10.1109/ES.2016.32},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/es/TianKZX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/ZhuXLZ15,
author = {Tianqing Zhu and
Ping Xiong and
Gang Li and
Wanlei Zhou},
title = {Correlated Differential Privacy: Hiding Information in Non-IID Data
Set},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {10},
number = {2},
pages = {229--242},
year = {2015},
url = {https://doi.org/10.1109/TIFS.2014.2368363},
doi = {10.1109/TIFS.2014.2368363},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/ZhuXLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wias/ZhuLRZX15,
author = {Tianqing Zhu and
Gang Li and
Yongli Ren and
Wanlei Zhou and
Ping Xiong},
title = {Privacy preserving data release for tagging recommender systems},
journal = {Web Intell.},
volume = {13},
number = {4},
pages = {229--246},
year = {2015},
url = {https://doi.org/10.3233/WEB-150323},
doi = {10.3233/WEB-150323},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wias/ZhuLRZX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/ZhuRZRX14,
author = {Tianqing Zhu and
Yongli Ren and
Wanlei Zhou and
Jia Rong and
Ping Xiong},
title = {An effective privacy preserving algorithm for neighborhood-based collaborative
filtering},
journal = {Future Gener. Comput. Syst.},
volume = {36},
pages = {142--155},
year = {2014},
url = {https://doi.org/10.1016/j.future.2013.07.019},
doi = {10.1016/J.FUTURE.2013.07.019},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/ZhuRZRX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/ZhuLPRZ14,
author = {Tianqing Zhu and
Gang Li and
Lei Pan and
Yongli Ren and
Wanlei Zhou},
title = {Privacy preserving collaborative filtering for {KNN} attack resisting},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {196},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0196-2},
doi = {10.1007/S13278-014-0196-2},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/ZhuLPRZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhuLZXY14,
author = {Tianqing Zhu and
Gang Li and
Wanlei Zhou and
Ping Xiong and
Cao Yuan},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Deferentially Private Tagging Recommendation Based on Topic Model},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
pages = {557--568},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_46},
doi = {10.1007/978-3-319-06608-0\_46},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhuLZXY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/XiongZPNL14,
author = {Ping Xiong and
Tianqing Zhu and
Lei Pan and
Wenjia Niu and
Gang Li},
editor = {Duc Nghia Pham and
Seong{-}Bae Park},
title = {Privacy Preserving in Location Data Release: {A} Differential Privacy
Approach},
booktitle = {{PRICAI} 2014: Trends in Artificial Intelligence - 13th Pacific Rim
International Conference on Artificial Intelligence, Gold Coast, QLD,
Australia, December 1-5, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8862},
pages = {183--195},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13560-1\_15},
doi = {10.1007/978-3-319-13560-1\_15},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/XiongZPNL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ZhuLRZX13,
author = {Tianqing Zhu and
Gang Li and
Yongli Ren and
Wanlei Zhou and
Ping Xiong},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Differential privacy for neighborhood-based collaborative filtering},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {752--759},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492519},
doi = {10.1145/2492517.2492519},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/ZhuLRZX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/QuNZWLW13,
author = {Benke Qu and
Wenjia Niu and
Tianqing Zhu and
Lei Wu and
Shijun Liu and
Na Wang},
editor = {Longbing Cao and
Hiroshi Motoda and
Jaideep Srivastava and
Ee{-}Peng Lim and
Irwin King and
Philip S. Yu and
Wolfgang Nejdl and
Guandong Xu and
Gang Li and
Ya Zhang},
title = {Dynamic User Behavior-Based Piracy Propagation Monitoring in Wireless
Peer-to-Peer Networks},
booktitle = {Behavior and Social Computing, International Workshop on Behavior
and Social Informatics, {BSI} 2013, Gold Coast, QLD, Australia, April
14-17, 2013 and International Workshop on Behavior and Social Informatics
and Computing, {BSIC} 2013, Beijing, China, August 3-9, 2013, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8178},
pages = {44--55},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-04048-6\_5},
doi = {10.1007/978-3-319-04048-6\_5},
timestamp = {Sat, 09 Apr 2022 12:47:23 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/QuNZWLW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RenZLZ13,
author = {Yongli Ren and
Tianqing Zhu and
Gang Li and
Wanlei Zhou},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Top-N Recommendations by Learning User Preference Dynamics},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7819},
pages = {390--401},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37456-2\_33},
doi = {10.1007/978-3-642-37456-2\_33},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/RenZLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/ZhuXXZ13,
author = {Tianqing Zhu and
Ping Xiong and
Yang Xiang and
Wanlei Zhou},
title = {An Effective Deferentially Private Data Releasing Algorithm for Decision
Tree},
booktitle = {12th {IEEE} International Conference on Trust, Security and Privacy
in Computing and Communications, TrustCom 2013 / 11th {IEEE} International
Symposium on Parallel and Distributed Processing with Applications,
{ISPA-13} / 12th {IEEE} International Conference on Ubiquitous Computing
and Communications, IUCC-2013, Melbourne, Australia, July 16-18, 2013},
pages = {388--395},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/TrustCom.2013.49},
doi = {10.1109/TRUSTCOM.2013.49},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/ZhuXXZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/ZhuLRZX13,
author = {Tianqing Zhu and
Gang Li and
Yongli Ren and
Wanlei Zhou and
Ping Xiong},
title = {Privacy Preserving for Tagging Recommender Systems},
booktitle = {2013 {IEEE/WIC/ACM} International Conferences on Web Intelligence,
{WI} 2013, Atlanta, GA, USA, November 17-20, 2013},
pages = {81--88},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/WI-IAT.2013.12},
doi = {10.1109/WI-IAT.2013.12},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/webi/ZhuLRZX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/GaoLZBZY12,
author = {Longxiang Gao and
Ming Li and
Tianqing Zhu and
Alessio Bonti and
Wanlei Zhou and
Shui Yu},
editor = {Geyong Min and
Yulei Wu and
Lei (Chris) Liu and
Xiaolong Jin and
Stephen A. Jarvis and
Ahmed Yassin Al{-}Dubai},
title = {{AMDD:} Exploring Entropy Based Anonymous Multi-dimensional Data Detection
for Network Optimization in Human Associated DTNs},
booktitle = {11th {IEEE} International Conference on Trust, Security and Privacy
in Computing and Communications, TrustCom 2012, Liverpool, United
Kingdom, June 25-27, 2012},
pages = {1245--1250},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/TrustCom.2012.67},
doi = {10.1109/TRUSTCOM.2012.67},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/GaoLZBZY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apscc/Zhu06,
author = {Tianqing Zhu},
title = {Suspicious Financial Transaction Detection Based on Empirical Mode
Decomposition Method},
booktitle = {Proceedings of The 1st {IEEE} Asia-Pacific Services Computing Conference,
{APSCC} 2006, December 12-15, 2006, Guangzhou, China},
pages = {300--304},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/APSCC.2006.95},
doi = {10.1109/APSCC.2006.95},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apscc/Zhu06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apscc/Zhu06a,
author = {Tianqing Zhu},
title = {An Outlier Detection Model Based on Cross Datasets Comparison for
Financial Surveillance},
booktitle = {Proceedings of The 1st {IEEE} Asia-Pacific Services Computing Conference,
{APSCC} 2006, December 12-15, 2006, Guangzhou, China},
pages = {601--604},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/APSCC.2006.33},
doi = {10.1109/APSCC.2006.33},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apscc/Zhu06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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