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ORCIDBibTeX records: Lingjuan Lyu
@article{DBLP:journals/iotj/SongZLFK24,
author = {Rui Song and
Liguo Zhou and
Lingjuan Lyu and
Andreas Festag and
Alois Knoll},
title = {ResFed: Communication0Efficient Federated Learning With Deep Compressed
Residuals},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {6},
pages = {9458--9472},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3324079},
doi = {10.1109/JIOT.2023.3324079},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/SongZLFK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12168,
author = {Shuai Zhao and
Leilei Gan and
Luu Anh Tuan and
Jie Fu and
Lingjuan Lyu and
Meihuizi Jia and
Jinming Wen},
title = {Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient
Fine-Tuning},
journal = {CoRR},
volume = {abs/2402.12168},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12168},
doi = {10.48550/ARXIV.2402.12168},
eprinttype = {arXiv},
eprint = {2402.12168},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02723,
author = {Mengmei Zhang and
Xiao Wang and
Chuan Shi and
Lingjuan Lyu and
Tianchi Yang and
Junping Du},
title = {Minimum Topology Attacks for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2403.02723},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02723},
doi = {10.48550/ARXIV.2403.02723},
eprinttype = {arXiv},
eprint = {2403.02723},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11052,
author = {Jie Ren and
Yaxin Li and
Shenglai Zeng and
Han Xu and
Lingjuan Lyu and
Yue Xing and
Jiliang Tang},
title = {Unveiling and Mitigating Memorization in Text-to-image Diffusion Models
through Cross Attention},
journal = {CoRR},
volume = {abs/2403.11052},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11052},
doi = {10.48550/ARXIV.2403.11052},
eprinttype = {arXiv},
eprint = {2403.11052},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14737,
author = {Hong Huang and
Weiming Zhuang and
Chen Chen and
Lingjuan Lyu},
title = {FedMef: Towards Memory-efficient Federated Dynamic Pruning},
journal = {CoRR},
volume = {abs/2403.14737},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14737},
doi = {10.48550/ARXIV.2403.14737},
eprinttype = {arXiv},
eprint = {2403.14737},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15955,
author = {Minzhou Pan and
Zhenting Wang and
Xin Dong and
Vikash Sehwag and
Lingjuan Lyu and
Xue Lin},
title = {Finding needles in a haystack: {A} Black-Box Approach to Invisible
Watermark Detection},
journal = {CoRR},
volume = {abs/2403.15955},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15955},
doi = {10.48550/ARXIV.2403.15955},
eprinttype = {arXiv},
eprint = {2403.15955},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19866,
author = {Yuhang Li and
Xin Dong and
Chen Chen and
Jingtao Li and
Yuxin Wen and
Michael Spranger and
Lingjuan Lyu},
title = {Is Synthetic Image Useful for Transfer Learning? An Investigation
into Data Generation, Volume, and Utilization},
journal = {CoRR},
volume = {abs/2403.19866},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19866},
doi = {10.48550/ARXIV.2403.19866},
eprinttype = {arXiv},
eprint = {2403.19866},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/HuDS0ZLZ23,
author = {Hongsheng Hu and
Gillian Dobbie and
Zoran Salcic and
Meng Liu and
Jianbing Zhang and
Lingjuan Lyu and
Xuyun Zhang},
title = {Differentially private locality sensitive hashing based federated
recommender system},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {14},
year = {2023},
url = {https://doi.org/10.1002/cpe.6233},
doi = {10.1002/CPE.6233},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/HuDS0ZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhaoZJTNLLL23,
author = {Yang Zhao and
Jun Zhao and
Linshan Jiang and
Rui Tan and
Dusit Niyato and
Zengxiang Li and
Lingjuan Lyu and
Yingbo Liu},
title = {Correction to "Privacy-Preserving Blockchain-Based Federated
Learning for IoT Devices"},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {1},
pages = {973},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2021.3098910},
doi = {10.1109/JIOT.2021.3098910},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/ZhaoZJTNLLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/XieYSCLCXW23,
author = {Yueqi Xie and
Jingwei Yi and
Jiawei Shao and
Justin Curl and
Lingjuan Lyu and
Qifeng Chen and
Xing Xie and
Fangzhao Wu},
title = {Defending ChatGPT against jailbreak attack via self-reminders},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {12},
pages = {1486--1496},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00765-8},
doi = {10.1038/S42256-023-00765-8},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/XieYSCLCXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/ChenZXLCHC23,
author = {Chen Chen and
Jingfeng Zhang and
Xilie Xu and
Lingjuan Lyu and
Chaochao Chen and
Tianlei Hu and
Gang Chen},
title = {Decision Boundary-Aware Data Augmentation for Adversarial Training},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {20},
number = {3},
pages = {1882--1894},
year = {2023},
url = {https://doi.org/10.1109/TDSC.2022.3165889},
doi = {10.1109/TDSC.2022.3165889},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/ChenZXLCHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuZLZXSY23,
author = {Xiaoming Liu and
Zhanwei Zhang and
Lingjuan Lyu and
Zhaohan Zhang and
Shuai Xiao and
Chao Shen and
Philip S. Yu},
title = {Traffic Anomaly Prediction Based on Joint Static-Dynamic Spatio-Temporal
Evolutionary Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {5},
pages = {5356--5370},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3150272},
doi = {10.1109/TKDE.2022.3150272},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuZLZXSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DongCSWLLK23,
author = {Jiahua Dong and
Yang Cong and
Gan Sun and
Lixu Wang and
Lingjuan Lyu and
Jun Li and
Ender Konukoglu},
title = {InOR-Net: Incremental 3-D Object Recognition Network for Point Cloud
Representation},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {10},
pages = {6955--6967},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2023.3247490},
doi = {10.1109/TNNLS.2023.3247490},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/DongCSWLLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/GuoLLNLXKYN23,
author = {Yu Guo and
Ryan Wen Liu and
Yuxu Lu and
Jiangtian Nie and
Lingjuan Lyu and
Zehui Xiong and
Jiawen Kang and
Han Yu and
Dusit Niyato},
title = {Haze Visibility Enhancement for Promoting Traffic Situational Awareness
in Vision-Enabled Intelligent Transportation},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {72},
number = {12},
pages = {15421--15435},
year = {2023},
url = {https://doi.org/10.1109/TVT.2023.3298041},
doi = {10.1109/TVT.2023.3298041},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvt/GuoLLNLXKYN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SunLM0L0Z23,
author = {Xiaofei Sun and
Xiaoya Li and
Yuxian Meng and
Xiang Ao and
Lingjuan Lyu and
Jiwei Li and
Tianwei Zhang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Defending against Backdoor Attacks in Natural Language Generation},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {5257--5265},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25656},
doi = {10.1609/AAAI.V37I4.25656},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/SunLM0L0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/00810CL0D023,
author = {Jie Zhang and
Bo Li and
Chen Chen and
Lingjuan Lyu and
Shuang Wu and
Shouhong Ding and
Chao Wu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Delving into the Adversarial Robustness of Federated Learning},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {11245--11253},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i9.26331},
doi = {10.1609/AAAI.V37I9.26331},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/00810CL0D023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PengYWWZLJXSX23,
author = {Wenjun Peng and
Jingwei Yi and
Fangzhao Wu and
Shangxi Wu and
Bin Zhu and
Lingjuan Lyu and
Binxing Jiao and
Tong Xu and
Guangzhong Sun and
Xing Xie},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Are You Copying My Model? Protecting the Copyright of Large Language
Models for EaaS via Backdoor Watermark},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {7653--7668},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.423},
doi = {10.18653/V1/2023.ACL-LONG.423},
timestamp = {Mon, 14 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/PengYWWZLJXSX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangMO0ZL023,
author = {Shuhe Wang and
Yuxian Meng and
Rongbin Ouyang and
Jiwei Li and
Tianwei Zhang and
Lingjuan Lyu and
Guoyin Wang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{GNN-SL:} Sequence Labeling Based on Nearest Examples via {GNN}},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {12679--12692},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.803},
doi = {10.18653/V1/2023.FINDINGS-ACL.803},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/WangMO0ZL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ZengPJLQJ23,
author = {Yi Zeng and
Minzhou Pan and
Hoang Anh Just and
Lingjuan Lyu and
Meikang Qiu and
Ruoxi Jia},
editor = {Weizhi Meng and
Christian Damsgaard Jensen and
Cas Cremers and
Engin Kirda},
title = {Narcissus: {A} Practical Clean-Label Backdoor Attack with Limited
Information},
booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2023, Copenhagen, Denmark, November
26-30, 2023},
pages = {771--785},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3576915.3616617},
doi = {10.1145/3576915.3616617},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ZengPJLQJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BaiCLZW23,
author = {Tao Bai and
Chen Chen and
Lingjuan Lyu and
Jun Zhao and
Bihan Wen},
title = {Towards Adversarially Robust Continual Learning},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096163},
doi = {10.1109/ICASSP49357.2023.10096163},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BaiCLZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ShejwalkarLH23,
author = {Virat Shejwalkar and
Lingjuan Lyu and
Amir Houmansadr},
title = {The Perils of Learning From Unlabeled Data: Backdoor Attacks on Semi-supervised
Learning},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {4707--4717},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00436},
doi = {10.1109/ICCV51070.2023.00436},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ShejwalkarLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhangCZL23,
author = {Jie Zhang and
Chen Chen and
Weiming Zhuang and
Lingjuan Lyu},
title = {{TARGET:} Federated Class-Continual Learning via Exemplar-Free Distillation},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {4759--4770},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00441},
doi = {10.1109/ICCV51070.2023.00441},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZhangCZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Zhuang0LZ23,
author = {Weiming Zhuang and
Yonggang Wen and
Lingjuan Lyu and
Shuai Zhang},
title = {{MAS:} Towards Resource-Efficient Federated Multiple-Task Learning},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {23357--23367},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.02140},
doi = {10.1109/ICCV51070.2023.02140},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Zhuang0LZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HongLZS23,
author = {Junyuan Hong and
Lingjuan Lyu and
Jiayu Zhou and
Michael Spranger},
title = {{MECTA:} Memory-Economic Continual Test-Time Model Adaptation},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=N92hjSf5NNh},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HongLZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiLICS23,
author = {Jingtao Li and
Lingjuan Lyu and
Daisuke Iso and
Chaitali Chakrabarti and
Michael Spranger},
title = {MocoSFL: enabling cross-client collaborative self-supervised learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=2QGJXyMNoPz},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiLICS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuWLSW023,
author = {Chenxi Liu and
Lixu Wang and
Lingjuan Lyu and
Chen Sun and
Xiao Wang and
Qi Zhu},
title = {Deja Vu: Continual Model Generalization for Unseen Domains},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=L8iZdgeKmI6},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiuWLSW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZengS0KLHJ23,
author = {Yi Zeng and
Zhouxing Shi and
Ming Jin and
Feiyang Kang and
Lingjuan Lyu and
Cho{-}Jui Hsieh and
Ruoxi Jia},
title = {Towards Robustness Certification Against Universal Perturbations},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=7GEvPKxjtt},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZengS0KLHJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangCL23,
author = {Jie Zhang and
Chen Chen and
Lingjuan Lyu},
title = {{IDEAL:} Query-Efficient Data-Free Learning from Black-Box Models},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=ConT6H7MWL},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhangCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CheZZLL0DH23,
author = {Tianshi Che and
Yang Zhou and
Zijie Zhang and
Lingjuan Lyu and
Ji Liu and
Da Yan and
Dejing Dou and
Jun Huan},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Fast Federated Machine Unlearning with Nonlinear Functional Theory},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {4241--4268},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/che23b.html},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CheZZLL0DH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HongZYLJZ23,
author = {Junyuan Hong and
Yi Zeng and
Shuyang Yu and
Lingjuan Lyu and
Ruoxi Jia and
Jiayu Zhou},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Revisiting Data-Free Knowledge Distillation with Poisoned Teachers},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {13199--13212},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/hong23c.html},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HongZYLJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiLMKLLJ23,
author = {Yige Li and
Xixiang Lyu and
Xingjun Ma and
Nodens Koren and
Lingjuan Lyu and
Bo Li and
Yu{-}Gang Jiang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Reconstructive Neuron Pruning for Backdoor Defense},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {19837--19854},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/li23v.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiLMKLLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuCLWW023,
author = {Yuchen Liu and
Chen Chen and
Lingjuan Lyu and
Fangzhao Wu and
Sai Wu and
Gang Chen},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {21404--21425},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liu23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuCLWW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/00010JL023,
author = {Jiaxiang Ren and
Yang Zhou and
Jiayin Jin and
Lingjuan Lyu and
Da Yan},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Dimension-independent Certified Neural Network Watermarks via Mollifier
Smoothing},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {28976--29008},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ren23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/00010JL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PengDL0023,
author = {Qucheng Peng and
Zhengming Ding and
Lingjuan Lyu and
Lichao Sun and
Chen Chen},
title = {{RAIN:} RegulArization on Input and Network for Black-Box Domain Adaptation},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4118--4126},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/458},
doi = {10.24963/IJCAI.2023/458},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PengDL0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QiWL0023,
author = {Tao Qi and
Fangzhao Wu and
Lingjuan Lyu and
Yongfeng Huang and
Xing Xie},
title = {FedSampling: {A} Better Sampling Strategy for Federated Learning},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4154--4162},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/462},
doi = {10.24963/IJCAI.2023/462},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/QiWL0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Zheng0LY23,
author = {Fei Zheng and
Chaochao Chen and
Lingjuan Lyu and
Binhui Yao},
title = {Reducing Communication for Split Learning by Randomized Top-k Sparsification},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4665--4673},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/519},
doi = {10.24963/IJCAI.2023/519},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Zheng0LY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Lyu23,
author = {Lingjuan Lyu},
title = {A Pathway Towards Responsible {AI} Generated Content},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {7033--7038},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/803},
doi = {10.24963/IJCAI.2023/803},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Lyu23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuCWLCC23,
author = {Ruixuan Liu and
Yang Cao and
Yanlin Wang and
Lingjuan Lyu and
Yun Chen and
Hong Chen},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {PrivateRec: Differentially Private Model Training and Online Serving
for Federated News Recommendation},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {4539--4548},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599889},
doi = {10.1145/3580305.3599889},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuCWLCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HongZL0BZ23,
author = {Junyuan Hong and
Zhuangdi Zhu and
Lingjuan Lyu and
Yang Zhou and
Vishnu Naresh Boddeti and
Jiayu Zhou},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {International Workshop on Federated Learning for Distributed Data
Mining},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5861--5862},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599198},
doi = {10.1145/3580305.3599198},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HongZL0BZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiCZ0LZM023,
author = {Yuyuan Li and
Chaochao Chen and
Yizhao Zhang and
Weiming Liu and
Lingjuan Lyu and
Xiaolin Zheng and
Dan Meng and
Jun Wang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error
Decomposition},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/29a0ea49a103a233b17c0705cdeccb66-Abstract-Conference.html},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiCZ0LZM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunGSLL023,
author = {Xiaoxiao Sun and
Nidham Gazagnadou and
Vivek Sharma and
Lingjuan Lyu and
Hongdong Li and
Liang Zheng},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Privacy Assessment on Reconstructed Images: Are Existing Evaluation
Metrics Faithful to Human Perception?},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/2082273791021571c410f41d565d0b45-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SunGSLL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Tan0ZDLL23,
author = {Yue Tan and
Chen Chen and
Weiming Zhuang and
Xin Dong and
Lingjuan Lyu and
Guodong Long},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time
Shift in Federated Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/565f995643da6329cec701f26f8579f5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Tan0ZDLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Wang0ZLM23,
author = {Zhenting Wang and
Chen Chen and
Yi Zeng and
Lingjuan Lyu and
Shiqing Ma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Where Did {I} Come From? Origin Attribution of AI-Generated Images},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ebb4c188fafe7da089b41a9f615ad84d-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Wang0ZLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangYCCLXM23,
author = {Jiaqi Wang and
Xingyi Yang and
Suhan Cui and
Liwei Che and
Lingjuan Lyu and
Dongkuan Xu and
Fenglong Ma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Towards Personalized Federated Learning via Heterogeneous Model Reassembly},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5e2217482fa75556f1970be809acd3f8-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangYCCLXM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/ZengPJ0LJ23,
author = {Yi Zeng and
Minzhou Pan and
Himanshu Jahagirdar and
Ming Jin and
Lingjuan Lyu and
Ruoxi Jia},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {Meta-Sift: How to Sift Out a Clean Subset in the Presence of Data
Poisoning?},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {1667--1684},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/zeng},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uss/ZengPJ0LJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/PanZLLJ23,
author = {Minzhou Pan and
Yi Zeng and
Lingjuan Lyu and
Xue Lin and
Ruoxi Jia},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {{ASSET:} Robust Backdoor Data Detection Across a Multiplicity of Deep
Learning Paradigms},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {2725--2742},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/pan},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uss/PanZLLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangWSLYD23,
author = {Mengmei Zhang and
Xiao Wang and
Chuan Shi and
Lingjuan Lyu and
Tianchi Yang and
Junping Du},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Minimum Topology Attacks for Graph Neural Networks},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {630--640},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583509},
doi = {10.1145/3543507.3583509},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangWSLYD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenNXLXKTJ23,
author = {Junlong Chen and
Jiangtian Nie and
Minrui Xu and
Lingjuan Lyu and
Zehui Xiong and
Jiawen Kang and
Yongju Tong and
Wenchao Jiang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Multiple-Agent Deep Reinforcement Learning for Avatar Migration in
Vehicular Metaverses},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {1258--1265},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3587573},
doi = {10.1145/3543873.3587573},
timestamp = {Mon, 28 Aug 2023 21:17:11 +0200},
biburl = {https://dblp.org/rec/conf/www/ChenNXLXKTJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10418,
author = {Chenxi Liu and
Lixu Wang and
Lingjuan Lyu and
Chen Sun and
Xiao Wang and
Qi Zhu},
title = {{DEJA} {VU:} Continual Model Generalization For Unseen Domains},
journal = {CoRR},
volume = {abs/2301.10418},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10418},
doi = {10.48550/ARXIV.2301.10418},
eprinttype = {arXiv},
eprint = {2301.10418},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12885,
author = {Xiaolong Xu and
Lingjuan Lyu and
Yihong Dong and
Yicheng Lu and
Weiqiang Wang and
Hong Jin},
title = {SplitGNN: Splitting {GNN} for Node Classification with Heterogeneous
Attention},
journal = {CoRR},
volume = {abs/2301.12885},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12885},
doi = {10.48550/ARXIV.2301.12885},
eprinttype = {arXiv},
eprint = {2301.12885},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06079,
author = {Yuchen Liu and
Chen Chen and
Lingjuan Lyu and
Fangzhao Wu and
Sai Wu and
Gang Chen},
title = {{GAIN:} Enhancing Byzantine Robustness in Federated Learning with
Gradient Decomposition},
journal = {CoRR},
volume = {abs/2302.06079},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06079},
doi = {10.48550/ARXIV.2302.06079},
eprinttype = {arXiv},
eprint = {2302.06079},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09479,
author = {Jie Zhang and
Bo Li and
Chen Chen and
Lingjuan Lyu and
Shuang Wu and
Shouhong Ding and
Chao Wu},
title = {Delving into the Adversarial Robustness of Federated Learning},
journal = {CoRR},
volume = {abs/2302.09479},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09479},
doi = {10.48550/ARXIV.2302.09479},
eprinttype = {arXiv},
eprint = {2302.09479},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09886,
author = {Jiahua Dong and
Yang Cong and
Gan Sun and
Lixu Wang and
Lingjuan Lyu and
Jun Li and
Ender Konukoglu},
title = {InOR-Net: Incremental 3D Object Recognition Network for Point Cloud
Representation},
journal = {CoRR},
volume = {abs/2302.09886},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09886},
doi = {10.48550/ARXIV.2302.09886},
eprinttype = {arXiv},
eprint = {2302.09886},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11408,
author = {Minzhou Pan and
Yi Zeng and
Lingjuan Lyu and
Xue Lin and
Ruoxi Jia},
title = {{ASSET:} Robust Backdoor Data Detection Across a Multiplicity of Deep
Learning Paradigms},
journal = {CoRR},
volume = {abs/2302.11408},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11408},
doi = {10.48550/ARXIV.2302.11408},
eprinttype = {arXiv},
eprint = {2302.11408},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12351,
author = {Yuyang Deng and
Nidham Gazagnadou and
Junyuan Hong and
Mehrdad Mahdavi and
Lingjuan Lyu},
title = {On the Hardness of Robustness Transfer: {A} Perspective from Rademacher
Complexity over Symmetric Difference Hypothesis Space},
journal = {CoRR},
volume = {abs/2302.12351},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12351},
doi = {10.48550/ARXIV.2302.12351},
eprinttype = {arXiv},
eprint = {2302.12351},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01325,
author = {Chen Chen and
Jie Fu and
Lingjuan Lyu},
title = {A Pathway Towards Responsible {AI} Generated Content},
journal = {CoRR},
volume = {abs/2303.01325},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01325},
doi = {10.48550/ARXIV.2303.01325},
eprinttype = {arXiv},
eprint = {2303.01325},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14325,
author = {Xukun Zhou and
Jiwei Li and
Tianwei Zhang and
Lingjuan Lyu and
Muqiao Yang and
Jun He},
title = {Backdoor Attacks with Input-unique Triggers in {NLP}},
journal = {CoRR},
volume = {abs/2303.14325},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14325},
doi = {10.48550/ARXIV.2303.14325},
eprinttype = {arXiv},
eprint = {2303.14325},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17764,
author = {Tao Bai and
Chen Chen and
Lingjuan Lyu and
Jun Zhao and
Bihan Wen},
title = {Towards Adversarially Robust Continual Learning},
journal = {CoRR},
volume = {abs/2303.17764},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17764},
doi = {10.48550/ARXIV.2303.17764},
eprinttype = {arXiv},
eprint = {2303.17764},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09588,
author = {Yu Guo and
Ryan Wen Liu and
Jiangtian Nie and
Lingjuan Lyu and
Zehui Xiong and
Jiawen Kang and
Han Yu and
Dusit Niyato},
title = {DADFNet: Dual Attention and Dual Frequency-Guided Dehazing Network
for Video-Empowered Intelligent Transportation},
journal = {CoRR},
volume = {abs/2304.09588},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09588},
doi = {10.48550/ARXIV.2304.09588},
eprinttype = {arXiv},
eprint = {2304.09588},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10036,
author = {Wenjun Peng and
Jingwei Yi and
Fangzhao Wu and
Shangxi Wu and
Bin Zhu and
Lingjuan Lyu and
Binxing Jiao and
Tong Xu and
Guangzhong Sun and
Xing Xie},
title = {Are You Copying My Model? Protecting the Copyright of Large Language
Models for EaaS via Backdoor Watermark},
journal = {CoRR},
volume = {abs/2305.10036},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10036},
doi = {10.48550/ARXIV.2305.10036},
eprinttype = {arXiv},
eprint = {2305.10036},
timestamp = {Mon, 14 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11654,
author = {Rui Song and
Lingjuan Lyu and
Wei Jiang and
Andreas Festag and
Alois C. Knoll},
title = {V2X-Boosted Federated Learning for Cooperative Intelligent Transportation
Systems with Contextual Client Selection},
journal = {CoRR},
volume = {abs/2305.11654},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11654},
doi = {10.48550/ARXIV.2305.11654},
eprinttype = {arXiv},
eprint = {2305.11654},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14876,
author = {Yige Li and
Xixiang Lyu and
Xingjun Ma and
Nodens Koren and
Lingjuan Lyu and
Bo Li and
Yu{-}Gang Jiang},
title = {Reconstructive Neuron Pruning for Backdoor Defense},
journal = {CoRR},
volume = {abs/2305.14876},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14876},
doi = {10.48550/ARXIV.2305.14876},
eprinttype = {arXiv},
eprint = {2305.14876},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18439,
author = {Zhenting Wang and
Chen Chen and
Yi Zeng and
Lingjuan Lyu and
Shiqing Ma},
title = {Alteration-free and Model-agnostic Origin Attribution of Generated
Images},
journal = {CoRR},
volume = {abs/2305.18439},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18439},
doi = {10.48550/ARXIV.2305.18439},
eprinttype = {arXiv},
eprint = {2305.18439},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18469,
author = {Fei Zheng and
Chaochao Chen and
Lingjuan Lyu and
Binhui Yao},
title = {Reducing Communication for Split Learning by Randomized Top-k Sparsification},
journal = {CoRR},
volume = {abs/2305.18469},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18469},
doi = {10.48550/ARXIV.2305.18469},
eprinttype = {arXiv},
eprint = {2305.18469},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02368,
author = {Junyuan Hong and
Yi Zeng and
Shuyang Yu and
Lingjuan Lyu and
Ruoxi Jia and
Jiayu Zhou},
title = {Revisiting Data-Free Knowledge Distillation with Poisoned Teachers},
journal = {CoRR},
volume = {abs/2306.02368},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02368},
doi = {10.48550/ARXIV.2306.02368},
eprinttype = {arXiv},
eprint = {2306.02368},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05879,
author = {Weiming Zhuang and
Lingjuan Lyu},
title = {Is Normalization Indispensable for Multi-domain Federated Learning?},
journal = {CoRR},
volume = {abs/2306.05879},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05879},
doi = {10.48550/ARXIV.2306.05879},
eprinttype = {arXiv},
eprint = {2306.05879},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09719,
author = {Xiaofei Sun and
Linfeng Dong and
Xiaoya Li and
Zhen Wan and
Shuhe Wang and
Tianwei Zhang and
Jiwei Li and
Fei Cheng and
Lingjuan Lyu and
Fei Wu and
Guoyin Wang},
title = {Pushing the Limits of ChatGPT on {NLP} Tasks},
journal = {CoRR},
volume = {abs/2306.09719},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09719},
doi = {10.48550/ARXIV.2306.09719},
eprinttype = {arXiv},
eprint = {2306.09719},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14245,
author = {Tao Qi and
Fangzhao Wu and
Lingjuan Lyu and
Yongfeng Huang and
Xing Xie},
title = {FedSampling: {A} Better Sampling Strategy for Federated Learning},
journal = {CoRR},
volume = {abs/2306.14245},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14245},
doi = {10.48550/ARXIV.2306.14245},
eprinttype = {arXiv},
eprint = {2306.14245},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15546,
author = {Weiming Zhuang and
Chen Chen and
Lingjuan Lyu},
title = {When Foundation Model Meets Federated Learning: Motivations, Challenges,
and Future Directions},
journal = {CoRR},
volume = {abs/2306.15546},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15546},
doi = {10.48550/ARXIV.2306.15546},
eprinttype = {arXiv},
eprint = {2306.15546},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03108,
author = {Zhenting Wang and
Chen Chen and
Yuchen Liu and
Lingjuan Lyu and
Dimitris N. Metaxas and
Shiqing Ma},
title = {How to Detect Unauthorized Data Usages in Text-to-image Diffusion
Models},
journal = {CoRR},
volume = {abs/2307.03108},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03108},
doi = {10.48550/ARXIV.2307.03108},
eprinttype = {arXiv},
eprint = {2307.03108},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03758,
author = {Chen Sun and
Shiyao Ma and
Ce Zheng and
Songtao Wu and
Tao Cui and
Lingjuan Lyu},
title = {Federated Learning over a Wireless Network: Distributed User Selection
through Random Access},
journal = {CoRR},
volume = {abs/2307.03758},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03758},
doi = {10.48550/ARXIV.2307.03758},
eprinttype = {arXiv},
eprint = {2307.03758},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11285,
author = {Weiming Zhuang and
Yonggang Wen and
Lingjuan Lyu and
Shuai Zhang},
title = {{MAS:} Towards Resource-Efficient Federated Multiple-Task Learning},
journal = {CoRR},
volume = {abs/2307.11285},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11285},
doi = {10.48550/ARXIV.2307.11285},
eprinttype = {arXiv},
eprint = {2307.11285},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01888,
author = {Muhammad Awais and
Weiming Zhuang and
Lingjuan Lyu and
Sung{-}Ho Bae},
title = {{FROD:} Robust Object Detection for Free},
journal = {CoRR},
volume = {abs/2308.01888},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01888},
doi = {10.48550/ARXIV.2308.01888},
eprinttype = {arXiv},
eprint = {2308.01888},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08643,
author = {Jiaqi Wang and
Xingyi Yang and
Suhan Cui and
Liwei Che and
Lingjuan Lyu and
Dongkuan Xu and
Fenglong Ma},
title = {Towards Personalized Federated Learning via Heterogeneous Model Reassembly},
journal = {CoRR},
volume = {abs/2308.08643},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.08643},
doi = {10.48550/ARXIV.2308.08643},
eprinttype = {arXiv},
eprint = {2308.08643},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-08643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13038,
author = {Xiaoxiao Sun and
Nidham Gazagnadou and
Vivek Sharma and
Lingjuan Lyu and
Hongdong Li and
Liang Zheng},
title = {Privacy Assessment on Reconstructed Images: Are Existing Evaluation
Metrics Faithful to Human Perception?},
journal = {CoRR},
volume = {abs/2309.13038},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13038},
doi = {10.48550/ARXIV.2309.13038},
eprinttype = {arXiv},
eprint = {2309.13038},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20552,
author = {Ruofan Wu and
Mingyang Zhang and
Lingjuan Lyu and
Xiaolong Xu and
Xiuquan Hao and
Xinyi Fu and
Tengfei Liu and
Tianyi Zhang and
Weiqiang Wang},
title = {Privacy-preserving design of graph neural networks with applications
to vertical federated learning},
journal = {CoRR},
volume = {abs/2310.20552},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20552},
doi = {10.48550/ARXIV.2310.20552},
eprinttype = {arXiv},
eprint = {2310.20552},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00271,
author = {Bo Li and
Qiang He and
Feifei Chen and
Lingjuan Lyu and
Athman Bouguettaya and
Yun Yang},
title = {EdgeDis: Enabling Fast, Economical, and Reliable Data Dissemination
for Mobile Edge Computing},
journal = {CoRR},
volume = {abs/2311.00271},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00271},
doi = {10.48550/ARXIV.2311.00271},
eprinttype = {arXiv},
eprint = {2311.00271},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/SunCDWLL22,
author = {Gan Sun and
Yang Cong and
Jiahua Dong and
Qiang Wang and
Lingjuan Lyu and
Ji Liu},
title = {Data Poisoning Attacks on Federated Machine Learning},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {13},
pages = {11365--11375},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3128646},
doi = {10.1109/JIOT.2021.3128646},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/SunCDWLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcc/LyuCWZ22,
author = {Lingjuan Lyu and
Sid Chi{-}Kin Chau and
Nan Wang and
Yifeng Zheng},
title = {Cloud-Based Privacy-Preserving Collaborative Consumption for Sharing
Economy},
journal = {{IEEE} Trans. Cloud Comput.},
volume = {10},
number = {3},
pages = {1647--1660},
year = {2022},
url = {https://doi.org/10.1109/TCC.2020.3010235},
doi = {10.1109/TCC.2020.3010235},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcc/LyuCWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/LyuLNYM22,
author = {Lingjuan Lyu and
Yitong Li and
Karthik Nandakumar and
Jiangshan Yu and
Xingjun Ma},
title = {How to Democratise and Protect {AI:} Fair and Differentially Private
Decentralised Deep Learning},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {19},
number = {2},
pages = {1003--1017},
year = {2022},
url = {https://doi.org/10.1109/TDSC.2020.3006287},
doi = {10.1109/TDSC.2020.3006287},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/LyuLNYM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LiLLZL22,
author = {Jianhua Li and
Lingjuan Lyu and
Ximeng Liu and
Xuyun Zhang and
Xixiang Lyu},
title = {{FLEAM:} {A} Federated Learning Empowered Architecture to Mitigate
DDoS in Industrial IoT},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {18},
number = {6},
pages = {4059--4068},
year = {2022},
url = {https://doi.org/10.1109/TII.2021.3088938},
doi = {10.1109/TII.2021.3088938},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tii/LiLLZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/MaNKLLZLN22,
author = {Shiyao Ma and
Jiangtian Nie and
Jiawen Kang and
Lingjuan Lyu and
Ryan Wen Liu and
Ruihui Zhao and
Ziyao Liu and
Dusit Niyato},
title = {Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated
Transformer},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {18},
number = {12},
pages = {8977--8987},
year = {2022},
url = {https://doi.org/10.1109/TII.2022.3167478},
doi = {10.1109/TII.2022.3167478},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/MaNKLLZLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WuWLHX22,
author = {Chuhan Wu and
Fangzhao Wu and
Lingjuan Lyu and
Yongfeng Huang and
Xing Xie},
title = {FedCTR: Federated Native Ad {CTR} Prediction with Cross-platform User
Behavior Data},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {4},
pages = {62:1--62:19},
year = {2022},
url = {https://doi.org/10.1145/3506715},
doi = {10.1145/3506715},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/WuWLHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/TianWLYJS22,
author = {Yuanyishu Tian and
Yao Wan and
Lingjuan Lyu and
Dezhong Yao and
Hai Jin and
Lichao Sun},
title = {FedBERT: When Federated Learning Meets Pre-training},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {4},
pages = {66:1--66:26},
year = {2022},
url = {https://doi.org/10.1145/3510033},
doi = {10.1145/3510033},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/TianWLYJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiPLSLWYH22,
author = {Chen Li and
Hao Peng and
Jianxin Li and
Lichao Sun and
Lingjuan Lyu and
Lihong Wang and
Philip S. Yu and
Lifang He},
title = {Joint Stance and Rumor Detection in Hierarchical Heterogeneous Graph},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2530--2542},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3114027},
doi = {10.1109/TNNLS.2021.3114027},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiPLSLWYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeXLWW22,
author = {Xuanli He and
Qiongkai Xu and
Lingjuan Lyu and
Fangzhao Wu and
Chenguang Wang},
title = {Protecting Intellectual Property of Language Generation APIs with
Lexical Watermark},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {10758--10766},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i10.21321},
doi = {10.1609/AAAI.V36I10.21321},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeXLWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RenJPLL00BY22,
author = {Jiaqian Ren and
Lei Jiang and
Hao Peng and
Lingjuan Lyu and
Zhiwei Liu and
Chaochao Chen and
Jia Wu and
Xu Bai and
Philip S. Yu},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Cross-Network Social User Embedding with Hybrid Differential Privacy
Guarantees},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {1685--1695},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557278},
doi = {10.1145/3511808.3557278},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/RenJPLL00BY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangLBS0LSA22,
author = {Carl Yang and
Xiaoxiao Li and
Nathalie Baracaldo and
Neil Shah and
Chaoyang He and
Lingjuan Lyu and
Lichao Sun and
Salman Avestimehr},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {The 1st International Workshop on Federated Learning with Graph Data
(FedGraph)},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {5179--5180},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557495},
doi = {10.1145/3511808.3557495},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YangLBS0LSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/XuHLQH22,
author = {Qiongkai Xu and
Xuanli He and
Lingjuan Lyu and
Lizhen Qu and
Gholamreza Haffari},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Student Surpasses Teacher: Imitation Attack for Black-Box {NLP} APIs},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {2849--2860},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.251},
timestamp = {Thu, 13 Oct 2022 17:29:38 +0200},
biburl = {https://dblp.org/rec/conf/coling/XuHLQH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangLM0022,
author = {Zhiyuan Zhang and
Lingjuan Lyu and
Xingjun Ma and
Chenguang Wang and
Xu Sun},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {355--372},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.26},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.26},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangLM0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HeL0X22,
author = {Xuanli He and
Lingjuan Lyu and
Chen Chen and
Qiongkai Xu},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Extracted {BERT} Model Leaks More Information than You Think!},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {1530--1537},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.99},
doi = {10.18653/V1/2022.EMNLP-MAIN.99},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HeL0X22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XuLJWJ22,
author = {Xiaolong Xu and
Lingjuan Lyu and
Hong Jin and
Weiqiang Wang and
Shuo Jia},
title = {Heterogeneous Graph Node Classification With Multi-Hops Relation Features},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {5867--5871},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746392},
doi = {10.1109/ICASSP43922.2022.9746392},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XuLJWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FanWYLZ022,
author = {Ziqing Fan and
Yanfeng Wang and
Jiangchao Yao and
Lingjuan Lyu and
Ya Zhang and
Qi Tian},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {FedSkip: Combatting Statistical Heterogeneity with Federated Skip
Aggregation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {131--140},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00023},
doi = {10.1109/ICDM54844.2022.00023},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FanWYLZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangLWS022,
author = {Zhiyuan Zhang and
Lingjuan Lyu and
Weiqiang Wang and
Lichao Sun and
Xu Sun},
title = {How to Inject Backdoors with Better Consistency: Logit Anchoring on
Clean Data},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=Bn09TnDngN},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangLWS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongZL22,
author = {Tian Dong and
Bo Zhao and
Lingjuan Lyu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Privacy for Free: How does Dataset Condensation Help Privacy?},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {5378--5396},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/dong22c.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/DongZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinR0LLD22,
author = {Jiayin Jin and
Jiaxiang Ren and
Yang Zhou and
Lingjuan Lyu and
Ji Liu and
Dejing Dou},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Accelerated Federated Learning with Decoupled Adaptive Optimization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {10298--10322},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/jin22e.html},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinR0LLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0001ZZWLWWLWZ22,
author = {Chaochao Chen and
Jun Zhou and
Longfei Zheng and
Huiwen Wu and
Lingjuan Lyu and
Jia Wu and
Bingzhe Wu and
Ziqi Liu and
Li Wang and
Xiaolin Zheng},
editor = {Luc De Raedt},
title = {Vertically Federated Graph Neural Network for Privacy-Preserving Node
Classification},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {1959--1965},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/272},
doi = {10.24963/IJCAI.2022/272},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0001ZZWLWWLWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuangLSYS22,
author = {Yuanxin Zhuang and
Lingjuan Lyu and
Chuan Shi and
Carl Yang and
Lichao Sun},
editor = {Luc De Raedt},
title = {Data-Free Adversarial Knowledge Distillation for Graph Neural Networks},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {2441--2447},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/339},
doi = {10.24963/IJCAI.2022/339},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhuangLSYS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/01030Y0L022,
author = {Bo Li and
Qiang He and
Liang Yuan and
Feifei Chen and
Lingjuan Lyu and
Yun Yang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {EdgeWatch: Collaborative Investigation of Data Integrity at the Edge
based on Blockchain},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3208--3218},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539104},
doi = {10.1145/3534678.3539104},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/01030Y0L022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuWWWL0022,
author = {Ruixuan Liu and
Fangzhao Wu and
Chuhan Wu and
Yanlin Wang and
Lingjuan Lyu and
Hong Chen and
Xing Xie},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {No One Left Behind: Inclusive Federated Learning over Heterogeneous
Devices},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3398--3406},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539086},
doi = {10.1145/3534678.3539086},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuWWWL0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0081C0L0DS022,
author = {Jie Zhang and
Chen Chen and
Bo Li and
Lingjuan Lyu and
Shuang Wu and
Shouhong Ding and
Chunhua Shen and
Chao Wu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{DENSE:} Data-Free One-Shot Federated Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/868f2266086530b2c71006ea1908b14a-Abstract-Conference.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0081C0L0DS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLML22,
author = {Chen Chen and
Yuchen Liu and
Xingjun Ma and
Lingjuan Lyu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {CalFAT: Calibrated Federated Adversarial Training with Label Skewness},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/171c3678c36e39fc0074f3e7332a9a66-Abstract-Conference.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenLML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeXZLWLJ22,
author = {Xuanli He and
Qiongkai Xu and
Yi Zeng and
Lingjuan Lyu and
Fangzhao Wu and
Jiwei Li and
Ruoxi Jia},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{CATER:} Intellectual Property Protection on Text Generation APIs
via Conditional Watermarks},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/2433fec2144ccf5fea1c9c5ebdbc3924-Abstract-Conference.html},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HeXZLWLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HongLZS22,
author = {Junyuan Hong and
Lingjuan Lyu and
Jiayu Zhou and
Michael Spranger},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Outsourcing Training without Uploading Data via Efficient Collaborative
Open-Source Sampling},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7efe88bb4138d602e56637cfcf713654-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HongLZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QiWWLXLYHX22,
author = {Tao Qi and
Fangzhao Wu and
Chuhan Wu and
Lingjuan Lyu and
Tong Xu and
Hao Liao and
Zhongliang Yang and
Yongfeng Huang and
Xing Xie},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {FairVFL: {A} Fair Vertical Federated Learning Framework with Contrastive
Adversarial Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/333a7697dbb67f09249337f81c27d749-Abstract-Conference.html},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QiWWLXLYHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang0ZCL22,
author = {Zijie Zhang and
Yang Zhou and
Xin Zhao and
Tianshi Che and
Lingjuan Lyu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Prompt Certified Machine Unlearning with Randomized Gradient Smoothing
and Quantization},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5771d9f214b75be6ff20f63bba315644-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang0ZCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001WSLZW22,
author = {Chaochao Chen and
Huiwen Wu and
Jiajie Su and
Lingjuan Lyu and
Xiaolin Zheng and
Li Wang},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain
Recommendation},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1455--1465},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512192},
doi = {10.1145/3485447.3512192},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/0001WSLZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04893,
author = {Chaochao Chen and
Huiwen Wu and
Jiajie Su and
Lingjuan Lyu and
Xiaolin Zheng and
Li Wang},
title = {Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain
Recommendation},
journal = {CoRR},
volume = {abs/2202.04893},
year = {2022},
url = {https://arxiv.org/abs/2202.04893},
eprinttype = {arXiv},
eprint = {2202.04893},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06862,
author = {Shangwei Guo and
Chunlong Xie and
Jiwei Li and
Lingjuan Lyu and
Tianwei Zhang},
title = {Threats to Pre-trained Language Models: Survey and Taxonomy},
journal = {CoRR},
volume = {abs/2202.06862},
year = {2022},
url = {https://arxiv.org/abs/2202.06862},
eprinttype = {arXiv},
eprint = {2202.06862},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07253,
author = {Jamie Cui and
Chaochao Chen and
Lingjuan Lyu and
Carl Yang and
Li Wang},
title = {Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation},
journal = {CoRR},
volume = {abs/2202.07253},
year = {2022},
url = {https://arxiv.org/abs/2202.07253},
eprinttype = {arXiv},
eprint = {2202.07253},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08036,
author = {Ruixuan Liu and
Fangzhao Wu and
Chuhan Wu and
Yanlin Wang and
Lingjuan Lyu and
Hong Chen and
Xing Xie},
title = {No One Left Behind: Inclusive Federated Learning over Heterogeneous
Devices},
journal = {CoRR},
volume = {abs/2202.08036},
year = {2022},
url = {https://arxiv.org/abs/2202.08036},
eprinttype = {arXiv},
eprint = {2202.08036},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00843,
author = {Shiyao Ma and
Jiangtian Nie and
Jiawen Kang and
Lingjuan Lyu and
Ryan Wen Liu and
Ruihui Zhao and
Ziyao Liu and
Dusit Niyato},
title = {Privacy-preserving Anomaly Detection in Cloud Manufacturing via Federated
Transformer},
journal = {CoRR},
volume = {abs/2204.00843},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.00843},
doi = {10.48550/ARXIV.2204.00843},
eprinttype = {arXiv},
eprint = {2204.00843},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-00843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05255,
author = {Yi Zeng and
Minzhou Pan and
Hoang Anh Just and
Lingjuan Lyu and
Meikang Qiu and
Ruoxi Jia},
title = {Narcissus: {A} Practical Clean-Label Backdoor Attack with Limited
Information},
journal = {CoRR},
volume = {abs/2204.05255},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05255},
doi = {10.48550/ARXIV.2204.05255},
eprinttype = {arXiv},
eprint = {2204.05255},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08146,
author = {Ruixuan Liu and
Fangzhao Wu and
Chuhan Wu and
Yanlin Wang and
Yang Cao and
Lingjuan Lyu and
Weike Pan and
Yun Chen and
Hong Chen and
Xing Xie},
title = {PrivateRec: Differentially Private Training and Serving for Federated
News Recommendation},
journal = {CoRR},
volume = {abs/2204.08146},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08146},
doi = {10.48550/ARXIV.2204.08146},
eprinttype = {arXiv},
eprint = {2204.08146},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03811,
author = {Yuanxin Zhuang and
Lingjuan Lyu and
Chuan Shi and
Carl Yang and
Lichao Sun},
title = {Data-Free Adversarial Knowledge Distillation for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2205.03811},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03811},
doi = {10.48550/ARXIV.2205.03811},
eprinttype = {arXiv},
eprint = {2205.03811},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11158,
author = {Jie Zhang and
Chen Chen and
Jiahua Dong and
Ruoxi Jia and
Lingjuan Lyu},
title = {{QEKD:} Query-Efficient and Data-Free Knowledge Distillation from
Black-box Models},
journal = {CoRR},
volume = {abs/2205.11158},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11158},
doi = {10.48550/ARXIV.2205.11158},
eprinttype = {arXiv},
eprint = {2205.11158},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14926,
author = {Chen Chen and
Yuchen Liu and
Xingjun Ma and
Lingjuan Lyu},
title = {CalFAT: Calibrated Federated Adversarial Training with Label Skewness},
journal = {CoRR},
volume = {abs/2205.14926},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14926},
doi = {10.48550/ARXIV.2205.14926},
eprinttype = {arXiv},
eprint = {2205.14926},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00240,
author = {Tian Dong and
Bo Zhao and
Lingjuan Lyu},
title = {Privacy for Free: How does Dataset Condensation Help Privacy?},
journal = {CoRR},
volume = {abs/2206.00240},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00240},
doi = {10.48550/ARXIV.2206.00240},
eprinttype = {arXiv},
eprint = {2206.00240},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03200,
author = {Tao Qi and
Fangzhao Wu and
Chuhan Wu and
Lingjuan Lyu and
Tong Xu and
Zhongliang Yang and
Yongfeng Huang and
Xing Xie},
title = {FairVFL: {A} Fair Vertical Federated Learning Framework with Contrastive
Adversarial Learning},
journal = {CoRR},
volume = {abs/2206.03200},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03200},
doi = {10.48550/ARXIV.2206.03200},
eprinttype = {arXiv},
eprint = {2206.03200},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-07223,
author = {Jiayin Jin and
Jiaxiang Ren and
Yang Zhou and
Lingjuan Lyu and
Ji Liu and
Dejing Dou},
title = {Accelerated Federated Learning with Decoupled Adaptive Optimization},
journal = {CoRR},
volume = {abs/2207.07223},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.07223},
doi = {10.48550/ARXIV.2207.07223},
eprinttype = {arXiv},
eprint = {2207.07223},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-07223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10531,
author = {Qucheng Peng and
Zhengming Ding and
Lingjuan Lyu and
Lichao Sun and
Chen Chen},
title = {Toward Better Target Representation for Source-Free and Black-Box
Domain Adaptation},
journal = {CoRR},
volume = {abs/2208.10531},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10531},
doi = {10.48550/ARXIV.2208.10531},
eprinttype = {arXiv},
eprint = {2208.10531},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-01539,
author = {Jiaqian Ren and
Lei Jiang and
Hao Peng and
Lingjuan Lyu and
Zhiwei Liu and
Chaochao Chen and
Jia Wu and
Xu Bai and
Philip S. Yu},
title = {Cross-Network Social User Embedding with Hybrid Differential Privacy
Guarantees},
journal = {CoRR},
volume = {abs/2209.01539},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.01539},
doi = {10.48550/ARXIV.2209.01539},
eprinttype = {arXiv},
eprint = {2209.01539},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-01539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08773,
author = {Xuanli He and
Qiongkai Xu and
Yi Zeng and
Lingjuan Lyu and
Fangzhao Wu and
Jiwei Li and
Ruoxi Jia},
title = {{CATER:} Intellectual Property Protection on Text Generation APIs
via Conditional Watermarks},
journal = {CoRR},
volume = {abs/2209.08773},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08773},
doi = {10.48550/ARXIV.2209.08773},
eprinttype = {arXiv},
eprint = {2209.08773},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06516,
author = {Yi Zeng and
Minzhou Pan and
Himanshu Jahagirdar and
Ming Jin and
Lingjuan Lyu and
Ruoxi Jia},
title = {How to Sift Out a Clean Data Subset in the Presence of Data Poisoning?},
journal = {CoRR},
volume = {abs/2210.06516},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06516},
doi = {10.48550/ARXIV.2210.06516},
eprinttype = {arXiv},
eprint = {2210.06516},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09545,
author = {Zhiyuan Zhang and
Lingjuan Lyu and
Xingjun Ma and
Chenguang Wang and
Xu Sun},
title = {Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models},
journal = {CoRR},
volume = {abs/2210.09545},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09545},
doi = {10.48550/ARXIV.2210.09545},
eprinttype = {arXiv},
eprint = {2210.09545},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11735,
author = {Xuanli He and
Chen Chen and
Lingjuan Lyu and
Qiongkai Xu},
title = {Extracted {BERT} Model Leaks More Information than You Think!},
journal = {CoRR},
volume = {abs/2210.11735},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11735},
doi = {10.48550/ARXIV.2210.11735},
eprinttype = {arXiv},
eprint = {2210.11735},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12575,
author = {Junyuan Hong and
Lingjuan Lyu and
Jiayu Zhou and
Michael Spranger},
title = {Outsourcing Training without Uploading Data via Efficient Collaborative
Open-Source Sampling},
journal = {CoRR},
volume = {abs/2210.12575},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12575},
doi = {10.48550/ARXIV.2210.12575},
eprinttype = {arXiv},
eprint = {2210.12575},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00453,
author = {Virat Shejwalkar and
Lingjuan Lyu and
Amir Houmansadr},
title = {The Perils of Learning From Unlabeled Data: Backdoor Attacks on Semi-supervised
Learning},
journal = {CoRR},
volume = {abs/2211.00453},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00453},
doi = {10.48550/ARXIV.2211.00453},
eprinttype = {arXiv},
eprint = {2211.00453},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-02017,
author = {Shuhe Wang and
Yuxian Meng and
Rongbin Ouyang and
Jiwei Li and
Tianwei Zhang and
Lingjuan Lyu and
Guoyin Wang},
title = {{GNN-SL:} Sequence Labeling Based on Nearest Examples via {GNN}},
journal = {CoRR},
volume = {abs/2212.02017},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.02017},
doi = {10.48550/ARXIV.2212.02017},
eprinttype = {arXiv},
eprint = {2212.02017},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-02017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05602,
author = {Rui Song and
Liguo Zhou and
Lingjuan Lyu and
Andreas Festag and
Alois C. Knoll},
title = {ResFed: Communication Efficient Federated Learning by Transmitting
Deep Compressed Residuals},
journal = {CoRR},
volume = {abs/2212.05602},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05602},
doi = {10.48550/ARXIV.2212.05602},
eprinttype = {arXiv},
eprint = {2212.05602},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07224,
author = {Ziqing Fan and
Yanfeng Wang and
Jiangchao Yao and
Lingjuan Lyu and
Ya Zhang and
Qi Tian},
title = {FedSkip: Combatting Statistical Heterogeneity with Federated Skip
Aggregation},
journal = {CoRR},
volume = {abs/2212.07224},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07224},
doi = {10.48550/ARXIV.2212.07224},
eprinttype = {arXiv},
eprint = {2212.07224},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/LiJLYYGS21,
author = {Jianhua Li and
Jiong Jin and
Lingjuan Lyu and
Dong Yuan and
Yingying Yang and
Longxiang Gao and
Chao Shen},
title = {A fast and scalable authentication scheme in {IOT} for smart living},
journal = {Future Gener. Comput. Syst.},
volume = {117},
pages = {125--137},
year = {2021},
url = {https://doi.org/10.1016/j.future.2020.11.006},
doi = {10.1016/J.FUTURE.2020.11.006},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/LiJLYYGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhaoZJTNLLL21,
author = {Yang Zhao and
Jun Zhao and
Linshan Jiang and
Rui Tan and
Dusit Niyato and
Zengxiang Li and
Lingjuan Lyu and
Yingbo Liu},
title = {Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {3},
pages = {1817--1829},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2020.3017377},
doi = {10.1109/JIOT.2020.3017377},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/ZhaoZJTNLLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhaoZYWWLNL21,
author = {Yang Zhao and
Jun Zhao and
Mengmeng Yang and
Teng Wang and
Ning Wang and
Lingjuan Lyu and
Dusit Niyato and
Kwok{-}Yan Lam},
title = {Local Differential Privacy-Based Federated Learning for Internet of
Things},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {11},
pages = {8836--8853},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2020.3037194},
doi = {10.1109/JIOT.2020.3037194},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/ZhaoZYWWLNL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosn/0007HXYLZ21,
author = {Meng Liu and
Hongsheng Hu and
Haolong Xiang and
Chi Yang and
Lingjuan Lyu and
Xuyun Zhang},
title = {Clustering-based Efficient Privacy-preserving Face Recognition Scheme
without Compromising Accuracy},
journal = {{ACM} Trans. Sens. Networks},
volume = {17},
number = {3},
pages = {31:1--31:27},
year = {2021},
url = {https://doi.org/10.1145/3448414},
doi = {10.1145/3448414},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosn/0007HXYLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangFZXLL21,
author = {Baolai Wang and
Shaojing Fu and
Xuyun Zhang and
Tao Xie and
Lingjuan Lyu and
Yuchuan Luo},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Reliable and Privacy-Preserving Task Matching in Blockchain-Based
Crowdsourcing},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {1879--1888},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482385},
doi = {10.1145/3459637.3482385},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangFZXLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YingCXLLCW21,
author = {Zuobin Ying and
Shuanglong Cao and
Shengmin Xu and
Ximeng Liu and
Lingjuan Lyu and
Cen Chen and
Li Wang},
title = {Privacy-Preserving Optimal Insulin Dosing Decision},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {2640--2644},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414807},
doi = {10.1109/ICASSP39728.2021.9414807},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YingCXLLCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiLKLLM21,
author = {Yige Li and
Xixiang Lyu and
Nodens Koren and
Lingjuan Lyu and
Bo Li and
Xingjun Ma},
title = {Neural Attention Distillation: Erasing Backdoor Triggers from Deep
Neural Networks},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=9l0K4OM-oXE},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiLKLLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SunL21,
author = {Lichao Sun and
Lingjuan Lyu},
editor = {Zhi{-}Hua Zhou},
title = {Federated Model Distillation with Noise-Free Differential Privacy},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {1563--1570},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/216},
doi = {10.24963/IJCAI.2021/216},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/SunL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HeLSX21,
author = {Xuanli He and
Lingjuan Lyu and
Lichao Sun and
Qiongkai Xu},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Model Extraction and Adversarial Transferability, Your {BERT} is Vulnerable!},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {2006--2012},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.161},
doi = {10.18653/V1/2021.NAACL-MAIN.161},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/HeLSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuiCLYW21,
author = {Jinming Cui and
Chaochao Chen and
Lingjuan Lyu and
Carl Yang and
Li Wang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {10524--10534},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/56db57b4db0a6fcb7f9e0c0b504f6472-Abstract.html},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CuiCLYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLKLLM21,
author = {Yige Li and
Xixiang Lyu and
Nodens Koren and
Lingjuan Lyu and
Bo Li and
Xingjun Ma},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Anti-Backdoor Learning: Training Clean Models on Poisoned Data},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {14900--14912},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/7d38b1e9bd793d3f45e0e212a729a93c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiLKLLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuLMMFL21,
author = {Xinyi Xu and
Lingjuan Lyu and
Xingjun Ma and
Chenglin Miao and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {16104--16117},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8682cc30db9c025ecd3fee433f8ab54c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuLMMFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05930,
author = {Yige Li and
Xixiang Lyu and
Nodens Koren and
Lingjuan Lyu and
Bo Li and
Xingjun Ma},
title = {Neural Attention Distillation: Erasing Backdoor Triggers from Deep
Neural Networks},
journal = {CoRR},
volume = {abs/2101.05930},
year = {2021},
url = {https://arxiv.org/abs/2101.05930},
eprinttype = {arXiv},
eprint = {2101.05930},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10013,
author = {Xuanli He and
Lingjuan Lyu and
Qiongkai Xu and
Lichao Sun},
title = {Model Extraction and Adversarial Transferability, Your {BERT} is Vulnerable!},
journal = {CoRR},
volume = {abs/2103.10013},
year = {2021},
url = {https://arxiv.org/abs/2103.10013},
eprinttype = {arXiv},
eprint = {2103.10013},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04070,
author = {Shuo Wang and
Lingjuan Lyu and
Surya Nepal and
Carsten Rudolph and
Marthie Grobler and
Kristen Moore},
title = {Robust Training Using Natural Transformation},
journal = {CoRR},
volume = {abs/2105.04070},
year = {2021},
url = {https://arxiv.org/abs/2105.04070},
eprinttype = {arXiv},
eprint = {2105.04070},
timestamp = {Fri, 29 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04808,
author = {Lingjuan Lyu},
title = {{DP-SIGNSGD:} When Efficiency Meets Privacy and Robustness},
journal = {CoRR},
volume = {abs/2105.04808},
year = {2021},
url = {https://arxiv.org/abs/2105.04808},
eprinttype = {arXiv},
eprint = {2105.04808},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10909,
author = {Lingjuan Lyu and
Xuanli He and
Fangzhao Wu and
Lichao Sun},
title = {Killing Two Birds with One Stone: Stealing Model and Inferring Attribute
from BERT-based APIs},
journal = {CoRR},
volume = {abs/2105.10909},
year = {2021},
url = {https://arxiv.org/abs/2105.10909},
eprinttype = {arXiv},
eprint = {2105.10909},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11593,
author = {Xiang Ni and
Xiaolong Xu and
Lingjuan Lyu and
Changhua Meng and
Weiqiang Wang},
title = {A Vertical Federated Learning Framework for Graph Convolutional Network},
journal = {CoRR},
volume = {abs/2106.11593},
year = {2021},
url = {https://arxiv.org/abs/2106.11593},
eprinttype = {arXiv},
eprint = {2106.11593},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06910,
author = {Lingjuan Lyu and
Chen Chen},
title = {A Novel Attribute Reconstruction Attack in Federated Learning},
journal = {CoRR},
volume = {abs/2108.06910},
year = {2021},
url = {https://arxiv.org/abs/2108.06910},
eprinttype = {arXiv},
eprint = {2108.06910},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-13323,
author = {Chuhan Wu and
Fangzhao Wu and
Ruixuan Liu and
Lingjuan Lyu and
Yongfeng Huang and
Xing Xie},
title = {FedKD: Communication Efficient Federated Learning via Knowledge Distillation},
journal = {CoRR},
volume = {abs/2108.13323},
year = {2021},
url = {https://arxiv.org/abs/2108.13323},
eprinttype = {arXiv},
eprint = {2108.13323},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-13323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-13873,
author = {Qiongkai Xu and
Xuanli He and
Lingjuan Lyu and
Lizhen Qu and
Gholamreza Haffari},
title = {Beyond Model Extraction: Imitation Attack for Black-Box {NLP} APIs},
journal = {CoRR},
volume = {abs/2108.13873},
year = {2021},
url = {https://arxiv.org/abs/2108.13873},
eprinttype = {arXiv},
eprint = {2108.13873},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-13873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01300,
author = {Zhiyuan Zhang and
Lingjuan Lyu and
Weiqiang Wang and
Lichao Sun and
Xu Sun},
title = {How to Inject Backdoors with Better Consistency: Logit Anchoring on
Clean Data},
journal = {CoRR},
volume = {abs/2109.01300},
year = {2021},
url = {https://arxiv.org/abs/2109.01300},
eprinttype = {arXiv},
eprint = {2109.01300},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11571,
author = {Yige Li and
Xixiang Lyu and
Nodens Koren and
Lingjuan Lyu and
Bo Li and
Xingjun Ma},
title = {Anti-Backdoor Learning: Training Clean Models on Poisoned Data},
journal = {CoRR},
volume = {abs/2110.11571},
year = {2021},
url = {https://arxiv.org/abs/2110.11571},
eprinttype = {arXiv},
eprint = {2110.11571},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02701,
author = {Xuanli He and
Qiongkai Xu and
Lingjuan Lyu and
Fangzhao Wu and
Chenguang Wang},
title = {Protecting Intellectual Property of Language Generation APIs with
Lexical Watermark},
journal = {CoRR},
volume = {abs/2112.02701},
year = {2021},
url = {https://arxiv.org/abs/2112.02701},
eprinttype = {arXiv},
eprint = {2112.02701},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12371,
author = {Jie Zhang and
Chen Chen and
Bo Li and
Lingjuan Lyu and
Shuang Wu and
Jianghe Xu and
Shouhong Ding and
Chao Wu},
title = {A Practical Data-Free Approach to One-shot Federated Learning with
Heterogeneity},
journal = {CoRR},
volume = {abs/2112.12371},
year = {2021},
url = {https://arxiv.org/abs/2112.12371},
eprinttype = {arXiv},
eprint = {2112.12371},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GuoLLC20,
author = {Canyang Guo and
Genggeng Liu and
Lingjuan Lyu and
Chi{-}Hua Chen},
title = {An Unsupervised {PM2.5} Estimation Method With Different Spatio-Temporal
Resolutions Based on {KIDW-TCGRU}},
journal = {{IEEE} Access},
volume = {8},
pages = {190263--190276},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3032420},
doi = {10.1109/ACCESS.2020.3032420},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/GuoLLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/LyuBJY20,
author = {Lingjuan Lyu and
James C. Bezdek and
Jiong Jin and
Yang Yang},
title = {{FORESEEN:} Towards Differentially Private Deep Inference for Intelligent
Internet of Things},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {38},
number = {10},
pages = {2418--2429},
year = {2020},
url = {https://doi.org/10.1109/JSAC.2020.3000374},
doi = {10.1109/JSAC.2020.3000374},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsac/LyuBJY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LyuYNLMJYN20,
author = {Lingjuan Lyu and
Jiangshan Yu and
Karthik Nandakumar and
Yitong Li and
Xingjun Ma and
Jiong Jin and
Han Yu and
Kee Siong Ng},
title = {Towards Fair and Privacy-Preserving Federated Deep Models},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {31},
number = {11},
pages = {2524--2541},
year = {2020},
url = {https://doi.org/10.1109/TPDS.2020.2996273},
doi = {10.1109/TPDS.2020.2996273},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/LyuYNLMJYN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LyuHL20,
author = {Lingjuan Lyu and
Xuanli He and
Yitong Li},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Differentially Private Representation for {NLP:} Formal Guarantee
and An Empirical Study on Privacy and Fairness},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {2355--2365},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.213},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.213},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LyuHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Lyu20,
author = {Lingjuan Lyu},
title = {Lightweight Crypto-Assisted Distributed Differential Privacy for Privacy-Preserving
Distributed Learning},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207618},
doi = {10.1109/IJCNN48605.2020.9207618},
timestamp = {Tue, 06 Oct 2020 15:44:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Lyu20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LyuC20,
author = {Lingjuan Lyu and
Chi{-}Hua Chen},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Differentially Private Knowledge Distillation for Mobile Analytics},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1809--1812},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401259},
doi = {10.1145/3397271.3401259},
timestamp = {Sun, 02 Oct 2022 16:15:14 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LyuC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LyuLHX20,
author = {Lingjuan Lyu and
Yitong Li and
Xuanli He and
Tong Xiao},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Towards Differentially Private Text Representations},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1813--1816},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401260},
doi = {10.1145/3397271.3401260},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LyuLHX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/LyuLNXZYL20,
author = {Lingjuan Lyu and
Yee Wei Law and
Kee Siong Ng and
Shibei Xue and
Jun Zhao and
Mengmeng Yang and
Lei Liu},
title = {Towards Distributed Privacy-Preserving Prediction},
booktitle = {2020 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2020, Toronto, ON, Canada, October 11-14, 2020},
pages = {4179--4184},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SMC42975.2020.9283102},
doi = {10.1109/SMC42975.2020.9283102},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/LyuLNXZYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/WangLCCNRG20,
author = {Shuo Wang and
Lingjuan Lyu and
Tianle Chen and
Shangyu Chen and
Surya Nepal and
Carsten Rudolph and
Marthie Grobler},
editor = {Zhisheng Huang and
Wouter Beek and
Hua Wang and
Rui Zhou and
Yanchun Zhang},
title = {Privacy-Preserving Data Generation and Sharing Using Identification
Sanitizer},
booktitle = {Web Information Systems Engineering - {WISE} 2020 - 21st International
Conference, Amsterdam, The Netherlands, October 20-24, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12343},
pages = {185--200},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62008-0\_13},
doi = {10.1007/978-3-030-62008-0\_13},
timestamp = {Fri, 29 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wise/WangLCCNRG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenZGPLL20,
author = {Chi{-}Hua Chen and
Yizhuo Zhang and
Wenzhong Guo and
Mingyang Pan and
Lingjuan Lyu and
Chia{-}Yu Lin},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Contour Accentuation for Transfer Learning-Based Ship Recognition
Method},
booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
pages = {61--62},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424.3382697},
doi = {10.1145/3366424.3382697},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChenZGPLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/Lyu00Y20,
author = {Lingjuan Lyu and
Han Yu and
Jun Zhao and
Qiang Yang},
editor = {Qiang Yang and
Lixin Fan and
Han Yu},
title = {Threats to Federated Learning},
booktitle = {Federated Learning - Privacy and Incentive},
series = {Lecture Notes in Computer Science},
volume = {12500},
pages = {3--16},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63076-8\_1},
doi = {10.1007/978-3-030-63076-8\_1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/lncs/Lyu00Y20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/LyuXWY20,
author = {Lingjuan Lyu and
Xinyi Xu and
Qian Wang and
Han Yu},
editor = {Qiang Yang and
Lixin Fan and
Han Yu},
title = {Collaborative Fairness in Federated Learning},
booktitle = {Federated Learning - Privacy and Incentive},
series = {Lecture Notes in Computer Science},
volume = {12500},
pages = {189--204},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63076-8\_14},
doi = {10.1007/978-3-030-63076-8\_14},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/LyuXWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02133,
author = {Lingjuan Lyu and
Han Yu and
Qiang Yang},
title = {Threats to Federated Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2003.02133},
year = {2020},
url = {https://arxiv.org/abs/2003.02133},
eprinttype = {arXiv},
eprint = {2003.02133},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08856,
author = {Yang Zhao and
Jun Zhao and
Mengmeng Yang and
Teng Wang and
Ning Wang and
Lingjuan Lyu and
Dusit Niyato and
Kwok{-}Yan Lam},
title = {Local Differential Privacy based Federated Learning for Internet of
Things},
journal = {CoRR},
volume = {abs/2004.08856},
year = {2020},
url = {https://arxiv.org/abs/2004.08856},
eprinttype = {arXiv},
eprint = {2004.08856},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-08856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14170,
author = {Lingjuan Lyu and
Yitong Li and
Xuanli He and
Tong Xiao},
title = {Towards Differentially Private Text Representations},
journal = {CoRR},
volume = {abs/2006.14170},
year = {2020},
url = {https://arxiv.org/abs/2006.14170},
eprinttype = {arXiv},
eprint = {2006.14170},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07499,
author = {Lingjuan Lyu and
Sid Chi{-}Kin Chau and
Nan Wang and
Yifeng Zheng},
title = {Cloud-based Privacy-Preserving Collaborative Consumption for Sharing
Economy},
journal = {CoRR},
volume = {abs/2007.07499},
year = {2020},
url = {https://arxiv.org/abs/2007.07499},
eprinttype = {arXiv},
eprint = {2007.07499},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09370,
author = {Lingjuan Lyu and
Yitong Li and
Karthik Nandakumar and
Jiangshan Yu and
Xingjun Ma},
title = {How to Democratise and Protect {AI:} Fair and Differentially Private
Decentralised Deep Learning},
journal = {CoRR},
volume = {abs/2007.09370},
year = {2020},
url = {https://arxiv.org/abs/2007.09370},
eprinttype = {arXiv},
eprint = {2007.09370},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09370.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-2008-12161,
author = {Lingjuan Lyu and
Xinyi Xu and
Qian Wang},
title = {Collaborative Fairness in Federated Learning},
journal = {CoRR},
volume = {abs/2008.12161},
year = {2020},
url = {https://arxiv.org/abs/2008.12161},
eprinttype = {arXiv},
eprint = {2008.12161},
timestamp = {Sun, 05 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05537,
author = {Lichao Sun and
Lingjuan Lyu},
title = {Federated Model Distillation with Noise-Free Differential Privacy},
journal = {CoRR},
volume = {abs/2009.05537},
year = {2020},
url = {https://arxiv.org/abs/2009.05537},
eprinttype = {arXiv},
eprint = {2009.05537},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01285,
author = {Lingjuan Lyu and
Xuanli He and
Yitong Li},
title = {Differentially Private Representation for {NLP:} Formal Guarantee
and An Empirical Study on Privacy and Fairness},
journal = {CoRR},
volume = {abs/2010.01285},
year = {2020},
url = {https://arxiv.org/abs/2010.01285},
eprinttype = {arXiv},
eprint = {2010.01285},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06325,
author = {Jianhua Li and
Jiong Jin and
Lingjuan Lyu and
Dong Yuan and
Yingying Yang and
Longxiang Gao and
Chao Shen},
title = {A Fast and Scalable Authentication Scheme in IoT for Smart Living},
journal = {CoRR},
volume = {abs/2011.06325},
year = {2020},
url = {https://arxiv.org/abs/2011.06325},
eprinttype = {arXiv},
eprint = {2011.06325},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-06325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10464,
author = {Xinyi Xu and
Lingjuan Lyu},
title = {Towards Building a Robust and Fair Federated Learning System},
journal = {CoRR},
volume = {abs/2011.10464},
year = {2020},
url = {https://arxiv.org/abs/2011.10464},
eprinttype = {arXiv},
eprint = {2011.10464},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-10464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06150,
author = {Jianhua Li and
Lingjuan Lyu and
Ximeng Liu and
Xuyun Zhang and
Xixiang Lyu},
title = {{FLEAM:} {A} Federated Learning Empowered Architecture to Mitigate
DDoS in Industrial IoT},
journal = {CoRR},
volume = {abs/2012.06150},
year = {2020},
url = {https://arxiv.org/abs/2012.06150},
eprinttype = {arXiv},
eprint = {2012.06150},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06337,
author = {Lingjuan Lyu and
Han Yu and
Xingjun Ma and
Lichao Sun and
Jun Zhao and
Qiang Yang and
Philip S. Yu},
title = {Privacy and Robustness in Federated Learning: Attacks and Defenses},
journal = {CoRR},
volume = {abs/2012.06337},
year = {2020},
url = {https://arxiv.org/abs/2012.06337},
eprinttype = {arXiv},
eprint = {2012.06337},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LyuBHJ19,
author = {Lingjuan Lyu and
James C. Bezdek and
Xuanli He and
Jiong Jin},
title = {Fog-Embedded Deep Learning for the Internet of Things},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {15},
number = {7},
pages = {4206--4215},
year = {2019},
url = {https://doi.org/10.1109/TII.2019.2912465},
doi = {10.1109/TII.2019.2912465},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/LyuBHJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01167,
author = {Lingjuan Lyu and
Jiangshan Yu and
Karthik Nandakumar and
Yitong Li and
Xingjun Ma and
Jiong Jin},
title = {Towards Fair and Decentralized Privacy-Preserving Deep Learning with
Blockchain},
journal = {CoRR},
volume = {abs/1906.01167},
year = {2019},
url = {http://arxiv.org/abs/1906.01167},
eprinttype = {arXiv},
eprint = {1906.01167},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11478,
author = {Lingjuan Lyu and
Yee Wei Law and
Kee Siong Ng},
title = {Distributed Privacy-Preserving Prediction},
journal = {CoRR},
volume = {abs/1910.11478},
year = {2019},
url = {http://arxiv.org/abs/1910.11478},
eprinttype = {arXiv},
eprint = {1910.11478},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/LyuBLHP18,
author = {Lingjuan Lyu and
James C. Bezdek and
Yee Wei Law and
Xuanli He and
Marimuthu Palaniswami},
title = {Privacy-preserving collaborative fuzzy clustering},
journal = {Data Knowl. Eng.},
volume = {116},
pages = {21--41},
year = {2018},
url = {https://doi.org/10.1016/j.datak.2018.05.002},
doi = {10.1016/J.DATAK.2018.05.002},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/LyuBLHP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LyuNRJBP18,
author = {Lingjuan Lyu and
Karthik Nandakumar and
Benjamin I. P. Rubinstein and
Jiong Jin and
Justin Bedo and
Marimuthu Palaniswami},
title = {{PPFA:} Privacy Preserving Fog-Enabled Aggregation in Smart Grid},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {14},
number = {8},
pages = {3733--3744},
year = {2018},
url = {https://doi.org/10.1109/TII.2018.2803782},
doi = {10.1109/TII.2018.2803782},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/LyuNRJBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/LyuJRHP17,
author = {Lingjuan Lyu and
Jiong Jin and
Sutharshan Rajasegarar and
Xuanli He and
Marimuthu Palaniswami},
title = {Fog-Empowered Anomaly Detection in IoT Using Hyperellipsoidal Clustering},
journal = {{IEEE} Internet Things J.},
volume = {4},
number = {5},
pages = {1174--1184},
year = {2017},
url = {https://doi.org/10.1109/JIOT.2017.2709942},
doi = {10.1109/JIOT.2017.2709942},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/LyuJRHP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LyuHLP17,
author = {Lingjuan Lyu and
Xuanli He and
Yee Wei Law and
Marimuthu Palaniswami},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Privacy-Preserving Collaborative Deep Learning with Application to
Human Activity Recognition},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {1219--1228},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132990},
doi = {10.1145/3132847.3132990},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LyuHLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/LyuLJP17,
author = {Lingjuan Lyu and
Yee Wei Law and
Jiong Jin and
Marimuthu Palaniswami},
title = {Privacy-Preserving Aggregation of Smart Metering via Transformation
and Encryption},
booktitle = {2017 {IEEE} Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4,
2017},
pages = {472--479},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.273},
doi = {10.1109/TRUSTCOM/BIGDATASE/ICESS.2017.273},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/LyuLJP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/LyuLELP16,
author = {Lingjuan Lyu and
Yee Wei Law and
Sarah M. Erfani and
Christopher Leckie and
Marimuthu Palaniswami},
title = {An improved scheme for privacy-preserving collaborative anomaly detection},
booktitle = {2016 {IEEE} International Conference on Pervasive Computing and Communication
Workshops, PerCom Workshops 2016, Sydney, Australia, March 14-18,
2016},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/PERCOMW.2016.7457159},
doi = {10.1109/PERCOMW.2016.7457159},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/LyuLELP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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