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ORCIDShouling Ji
Person information
- affiliation: Zhejiang University, College of Computer Science and Technology, China
- affiliation (PhD 2016): Georgia Institute of Technology, Atlanta, GA, USA
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Books and Theses
- 2016
[b1]Shouling Ji:
Evaluating the security of anonymized big graph/structural data. Georgia Institute of Technology, Atlanta, GA, USA, 2016
Journal Articles
- 2025
- [j117]Chenyu Zhao, Yaguan Qian
, Bin Wang, Zhaoquan Gu, Shouling Ji, Wei Wang, Yanchun Zhang:
Adversarial training via multi-guidance and historical memory enhancement. Neurocomputing 619: 129124 (2025) - [j116]Wei Tang, Jiliang Li, Chengyi Dong, Yinbin Miao, Qingming Li, Na Li, Shuiguang Deng, Shouling Ji:
Robust and Secure Aggregation Scheme for Federated Learning. IEEE Internet Things J. 12(8): 9701-9715 (2025) - [j115]Xin Wang, Yinbin Miao, Shu Zhang, Qingming Li, Jiawei Zhang, Kefeng Ding, Shouling Ji:
Efficient Encrypted Trajectory Similarity Query Over Mobile E-Health Cloud. IEEE Internet Things J. 12(9): 12748-12760 (2025) - [j114]Huajie Chen, Tianqing Zhu, Shouling Ji, Wanlei Zhou:
Stand-in Model Protection: Synthetic defense for membership inference and model inversion attacks. Knowl. Based Syst. 316: 113339 (2025) - [j113]Yuanchao Chen, Yuwei Li, Yuliang Lu, Zulie Pan, Yuan Chen, Shouling Ji, Yu Chen, Yang Li, Yi Shen:
Understanding the Security Risks of Websites Using Cloud Storage for Direct User File Uploads. IEEE Trans. Inf. Forensics Secur. 20: 2677-2692 (2025) - [j112]Yuhan Chai, Ximing Chen, Jing Qiu, Lei Du, Yanjun Xiao, Qiying Feng, Shouling Ji, Zhihong Tian:
MalFSCIL: A Few-Shot Class-Incremental Learning Approach for Malware Detection. IEEE Trans. Inf. Forensics Secur. 20: 2999-3014 (2025) - [j111]Xu Han, Haocong Li, Wei Wang, Haining Wang, Xiaobo Ma, Shouling Ji, Qiang Li:
SoFi: Spoofing OS Fingerprints Against Network Reconnaissance. IEEE Trans. Inf. Forensics Secur. 20: 4484-4497 (2025) - [j110]Xiangrui Xu, Yiwen Zhao, Yufei Han, Yongsheng Zhu, Zhen Han, Guangquan Xu, Bin Wang, Shouling Ji, Wei Wang:
VFLMonitor: Defending One-Party Hijacking Attacks in Vertical Federated Learning. IEEE Trans. Inf. Forensics Secur. 20: 4828-4843 (2025) - [j109]Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhi Zhang, Minhui Xue, Zhiyang Dai, Shouling Ji, Yuqing Zhang:
TruVRF: Toward Triple-Granularity Verification on Machine Unlearning. IEEE Trans. Inf. Forensics Secur. 20: 4844-4859 (2025) - [j108]Yu Chen, Yuanchao Chen, Ruipeng Wang, Taiyan Wang, Shouling Ji, Hong Shan, Dan Xu, Zulie Pan:
Whiskey: Large-Scale Identification of Mobile Mini-App Session Key Leakage With LLMs. IEEE Trans. Inf. Forensics Secur. 20: 5872-5887 (2025) - [j107]Haibin Zheng, Jinyin Chen, Tao Liu, Yao Cheng, Zhao Wang, Yun Wang, Lan Gao, Shouling Ji, Xuhong Zhang:
DP-Poison: Poisoning Federated Learning under the Cover of Differential Privacy. ACM Trans. Priv. Secur. 28(1): 7:1-7:28 (2025) - [j106]Dazhen Deng, Chuhan Zhang, Huawei Zheng, Yuwen Pu, Shouling Ji, Yingcai Wu:
AdversaFlow: Visual Red Teaming for Large Language Models with Multi-Level Adversarial Flow. IEEE Trans. Vis. Comput. Graph. 31(1): 492-502 (2025) - 2024
- [j105]Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang:
GGT: Graph-guided testing for adversarial sample detection of deep neural network. Comput. Secur. 140: 103710 (2024) - [j104]Yiming Wu, Gaoyun Lin, Lisong Liu, Zhen Hong, Yangyang Wang, Xing Yang, Zoe Lin Jiang, Shouling Ji, Zhenyu Wen:
MASiNet: Network Intrusion Detection for IoT Security Based on Meta-Learning Framework. IEEE Internet Things J. 11(14): 25136-25146 (2024) - [j103]Ping He, Xuhong Zhang, Changting Lin, Ting Wang, Shouling Ji:
Towards understanding bogus traffic service in online social networks. Frontiers Inf. Technol. Electron. Eng. 25(3): 415-431 (2024) - [j102]Hao Peng, Zhe Wang, Chao Wei, Dandan Zhao, Guangquan Xu, Jianming Han, Shixin Guo, Ming Zhong, Shouling Ji:
TextJuggler: Fooling text classification tasks by generating high-quality adversarial examples. Knowl. Based Syst. 300: 112188 (2024) - [j101]Jie Su, Zhen Hong, Lei Ye, Tao Liu, Sizhuang Liang, Shouling Ji, Gagangeet Singh Aujla, Reheem Beyah, Zhenyu Wen:
Trustworthy IAP: An Intelligent Applications Profiler to Investigate Vulnerabilities of Consumer Electronic Devices. IEEE Trans. Consumer Electron. 70(1): 4605-4616 (2024) - [j100]Yuwei Li, Yuan Chen, Shouling Ji, Xuhong Zhang, Guanglu Yan, Alex X. Liu, Chunming Wu, Zulie Pan, Peng Lin:
G-Fuzz: A Directed Fuzzing Framework for gVisor. IEEE Trans. Dependable Secur. Comput. 21(1): 168-185 (2024) - [j99]Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah:
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware. IEEE Trans. Dependable Secur. Comput. 21(3): 1372-1389 (2024) - [j98]Hui Sun, Tianqing Zhu, Jie Li, Shouling Ji, Wanlei Zhou:
Attribute-Based Membership Inference Attacks and Defenses on GANs. IEEE Trans. Dependable Secur. Comput. 21(4): 2376-2393 (2024) - [j97]Hao Peng, Shixin Guo, Dandan Zhao, Xuhong Zhang, Jianmin Han, Shouling Ji, Xing Yang, Ming Zhong:
TextCheater: A Query-Efficient Textual Adversarial Attack in the Hard-Label Setting. IEEE Trans. Dependable Secur. Comput. 21(4): 3901-3916 (2024) - [j96]Jinyin Chen, Haibin Zheng, Tao Liu, Jiawei Liu, Yao Cheng, Xuhong Zhang, Shouling Ji:
EdgePro: Edge Deep Learning Model Protection via Neuron Authorization. IEEE Trans. Dependable Secur. Comput. 21(5): 4967-4981 (2024) - [j95]Chuer Yu, Xuhong Zhang, Yuxuan Duan, Senbo Yan, Zonghui Wang, Yang Xiang, Shouling Ji, Wenzhi Chen:
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection. IEEE Trans. Dependable Secur. Comput. 21(5): 5029-5045 (2024) - [j94]Chenghui Shi, Shouling Ji, Xudong Pan, Xuhong Zhang, Mi Zhang, Min Yang, Jun Zhou, Jianwei Yin, Ting Wang:
Towards Practical Backdoor Attacks on Federated Learning Systems. IEEE Trans. Dependable Secur. Comput. 21(6): 5431-5447 (2024) - [j93]Xiangshan Gao, Xingjun Ma, Jingyi Wang, Youcheng Sun, Bo Li, Shouling Ji, Peng Cheng, Jiming Chen:
VeriFi: Towards Verifiable Federated Unlearning. IEEE Trans. Dependable Secur. Comput. 21(6): 5720-5736 (2024) - [j92]Yuanchao Chen, Yuwei Li, Zulie Pan, Yuliang Lu, Juxing Chen, Shouling Ji:
URadar: Discovering Unrestricted File Upload Vulnerabilities via Adaptive Dynamic Testing. IEEE Trans. Inf. Forensics Secur. 19: 1251-1266 (2024) - [j91]Zhenqing Qu, Xiang Ling, Ting Wang, Xiang Chen, Shouling Ji, Chunming Wu:
AdvSQLi: Generating Adversarial SQL Injections Against Real-World WAF-as-a-Service. IEEE Trans. Inf. Forensics Secur. 19: 2623-2638 (2024) - [j90]Pengyu Qiu, Xuhong Zhang, Shouling Ji, Chong Fu, Xing Yang, Ting Wang:
HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning. IEEE Trans. Inf. Forensics Secur. 19: 3435-3450 (2024) - [j89]Hao Peng, Jieshuai Yang, Dandan Zhao, Xiaogang Xu, Yuwen Pu, Jianmin Han, Xing Yang, Ming Zhong, Shouling Ji:
MalGNE: Enhancing the Performance and Efficiency of CFG-Based Malware Detector by Graph Node Embedding in Low Dimension Space. IEEE Trans. Inf. Forensics Secur. 19: 4881-4896 (2024) - [j88]Yaguan Qian, Kecheng Chen, Bin Wang, Zhaoquan Gu, Shouling Ji, Wei Wang, Yanchun Zhang:
Enhancing Transferability of Adversarial Examples Through Mixed-Frequency Inputs. IEEE Trans. Inf. Forensics Secur. 19: 7633-7645 (2024) - [j87]Chengyu Jia, Jinyin Chen, Shouling Ji, Yao Cheng, Haibin Zheng, Qi Xuan:
Backdoor Online Tracing With Evolving Graphs. IEEE Trans. Inf. Forensics Secur. 19: 10314-10327 (2024) - [j86]Li Wang, Xiangtao Meng, Dan Li, Xuhong Zhang, Shouling Ji, Shanqing Guo:
DEEPFAKER: A Unified Evaluation Platform for Facial Deepfake and Detection Models. ACM Trans. Priv. Secur. 27(1): 10:1-10:34 (2024) - [j85]Han Bao, Xuhong Zhang, Qinying Wang, Kangming Liang, Zonghui Wang, Shouling Ji, Wenzhi Chen:
MILG: Realistic lip-sync video generation with audio-modulated image inpainting. Vis. Informatics 8(1): 71-81 (2024) - 2023
- [j84]Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Yaguan Qian, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, Yanjun Wu:
Adversarial attacks against Windows PE malware detection: A survey of the state-of-the-art. Comput. Secur. 128: 103134 (2023) - [j83]Zhixiao Fu, Xinyuan Chen, Daizong Liu, Xiaoye Qu, Jianfeng Dong, Xuhong Zhang, Shouling Ji:
Multi-level feature disentanglement network for cross-dataset face forgery detection. Image Vis. Comput. 135: 104686 (2023) - [j82]Hao Peng, Shixin Guo, Dandan Zhao, Yiming Wu, Jianming Han, Zhe Wang, Shouling Ji, Ming Zhong:
Query-efficient model extraction for text classification model in a hard label setting. J. King Saud Univ. Comput. Inf. Sci. 35(4): 10-20 (2023) - [j81]Hao Peng, Zhe Wang, Dandan Zhao, Yiming Wu, Jianming Han, Shixin Guo, Shouling Ji, Ming Zhong:
Efficient text-based evolution algorithm to hard-label adversarial attacks on text. J. King Saud Univ. Comput. Inf. Sci. 35(5): 101539 (2023) - [j80]Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng:
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 681-697 (2023) - [j79]Yiming Wu, Zhiyuan Xie, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Changting Lin, Shuiguang Deng, Jun Zhou, Ting Wang, Raheem Beyah:
Fraud-Agents Detection in Online Microfinance: A Large-Scale Empirical Study. IEEE Trans. Dependable Secur. Comput. 20(2): 1169-1185 (2023) - [j78]Pengyu Qiu, Xuhong Zhang, Shouling Ji, Tianyu Du, Yuwen Pu, Jun Zhou, Ting Wang:
Your Labels are Selling You Out: Relation Leaks in Vertical Federated Learning. IEEE Trans. Dependable Secur. Comput. 20(5): 3653-3668 (2023) - [j77]Shuiguang Deng, Yishan Chen, Gong Chen, Shouling Ji, Jianwei Yin, Albert Y. Zomaya:
Incentive-Driven Proactive Application Deployment and Pricing on Distributed Edges. IEEE Trans. Mob. Comput. 22(2): 951-967 (2023) - [j76]Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji:
Multilevel Graph Matching Networks for Deep Graph Similarity Learning. IEEE Trans. Neural Networks Learn. Syst. 34(2): 799-813 (2023) - 2022
- [j75]Juan Du, Dajian Zeng, Zhao Li, Jingxuan Liu, Mingqi Lv, Ling Chen, Dan Zhang, Shouling Ji:
An interpretable outcome prediction model based on electronic health records and hierarchical attention. Int. J. Intell. Syst. 37(6): 3460-3479 (2022) - [j74]Lirong Fu, Shouling Ji, Changchang Liu, Peiyu Liu, Fuzheng Duan, Zonghui Wang, Whenzhi Chen, Ting Wang:
Focus : Function clone identification on cross-platform. Int. J. Intell. Syst. 37(8): 5082-5112 (2022) - [j73]Tianyu Du, Shouling Ji, Bo Wang, Sirui He, Jinfeng Li, Bo Li, Tao Wei, Yunhan Jia, Raheem Beyah, Ting Wang:
DetectS ec: Evaluating the robustness of object detection models to adversarial attacks. Int. J. Intell. Syst. 37(9): 6463-6492 (2022) - [j72]Rui Wang, Zhihua Wei, Haoran Duan, Shouling Ji, Yang Long, Zhen Hong:
EfficientTDNN: Efficient Architecture Search for Speaker Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2267-2279 (2022) - [j71]Yuwei Li, Shouling Ji, Chenyang Lyu, Yuan Chen, Jianhai Chen, Qinchen Gu, Chunming Wu, Raheem Beyah:
V-Fuzz: Vulnerability Prediction-Assisted Evolutionary Fuzzing for Binary Programs. IEEE Trans. Cybern. 52(5): 3745-3756 (2022) - [j70]Chenghui Shi, Xiaogang Xu, Shouling Ji, Kai Bu, Jianhai Chen, Raheem Beyah, Ting Wang:
Adversarial CAPTCHAs. IEEE Trans. Cybern. 52(7): 6095-6108 (2022) - [j69]Binbin Zhao, Shouling Ji, Wei-Han Lee, Changting Lin, Haiqin Weng, Jingzheng Wu, Pan Zhou, Liming Fang, Raheem Beyah:
A Large-Scale Empirical Study on the Vulnerability of Deployed IoT Devices. IEEE Trans. Dependable Secur. Comput. 19(3): 1826-1840 (2022) - [j68]Zhangjie Fu, Yueyan Zhi, Shouling Ji, Xingming Sun:
Remote Attacks on Drones Vision Sensors: An Empirical Study. IEEE Trans. Dependable Secur. Comput. 19(5): 3125-3135 (2022) - [j67]Qinchen Gu, David Formby, Shouling Ji, Brendan Saltaformaggio, Anu G. Bourgeois, Raheem Beyah:
This Hacker Knows Physics: Device Physics Aware Mimicry Attacks in Cyber-Physical Systems. IEEE Trans. Dependable Secur. Comput. 19(5): 3218-3230 (2022) - [j66]Liming Fang, Minghui Li, Zhe Liu, Changting Lin, Shouling Ji, Anni Zhou, Willy Susilo, Chunpeng Ge:
A Secure and Authenticated Mobile Payment Protocol Against Off-Site Attack Strategy. IEEE Trans. Dependable Secur. Comput. 19(5): 3564-3578 (2022) - [j65]Changjiang Li, Shouling Ji, Haiqin Weng, Bo Li, Jie Shi, Raheem Beyah, Shanqing Guo, Zonghui Wang, Ting Wang:
Towards Certifying the Asymmetric Robustness for Neural Networks: Quantification and Applications. IEEE Trans. Dependable Secur. Comput. 19(6): 3987-4001 (2022) - [j64]Haibin Zheng, Jinyin Chen, Hang Du, Weipeng Zhu, Shouling Ji, Xuhong Zhang:
GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation. IEEE Trans. Dependable Secur. Comput. 19(6): 4204-4224 (2022) - [j63]Hanlu Wu, Tengfei Ma, Lingfei Wu, Fangli Xu, Shouling Ji:
Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing. ACM Trans. Knowl. Discov. Data 16(2): 27:1-27:18 (2022) - [j62]Mingqi Lv, Dajian Zeng, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji:
Private Cell-ID Trajectory Prediction Using Multi-Graph Embedding and Encoder-Decoder Network. IEEE Trans. Mob. Comput. 21(8): 2967-2977 (2022) - 2021
- [j61]Jinyin Chen, Haibin Zheng, Hui Xiong, Ruoxi Chen, Tianyu Du, Zhen Hong, Shouling Ji:
FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique. Comput. Secur. 104: 102220 (2021) - [j60]Jianfeng Dong, Zhongzi Long, Xiaofeng Mao, Changting Lin, Yuan He, Shouling Ji:
Multi-level Alignment Network for Domain Adaptive Cross-modal Retrieval. Neurocomputing 440: 207-219 (2021) - [j59]Jinyin Chen, Haibin Zheng, Wenchang Shangguan, Liangying Liu, Shouling Ji:
ACT-Detector: Adaptive channel transformation-based light-weighted detector for adversarial attacks. Inf. Sci. 564: 163-192 (2021) - [j58]Haiqin Weng, Shouling Ji, Changchang Liu, Ting Wang, Qinming He, Jianhai Chen:
Fast-RCM: Fast Tree-Based Unsupervised Rare-Class Mining. IEEE Trans. Cybern. 51(10): 5198-5211 (2021) - [j57]Kun He, Jing Chen, Quan Yuan, Shouling Ji, Debiao He, Ruiying Du:
Dynamic Group-Oriented Provable Data Possession in the Cloud. IEEE Trans. Dependable Secur. Comput. 18(3): 1394-1408 (2021) - [j56]Xurong Li, Shouling Ji, Meng Han, Juntao Ji, Zhenyu Ren, Yushan Liu, Chunming Wu:
Adversarial Examples versus Cloud-Based Detectors: A Black-Box Empirical Study. IEEE Trans. Dependable Secur. Comput. 18(4): 1933-1949 (2021) - [j55]Chengkun Wei, Qinchen Gu, Shouling Ji, Wenzhi Chen, Zonghui Wang, Raheem Beyah:
OB-WSPES: A Uniform Evaluation System for Obfuscation-Based Web Search Privacy. IEEE Trans. Dependable Secur. Comput. 18(6): 2719-2735 (2021) - [j54]Qianjun Liu, Shouling Ji, Changchang Liu, Chunming Wu:
A Practical Black-Box Attack on Source Code Authorship Identification Classifiers. IEEE Trans. Inf. Forensics Secur. 16: 3620-3633 (2021) - [j53]Jianfeng Dong, Zhe Ma, Xiaofeng Mao, Xun Yang, Yuan He, Richang Hong, Shouling Ji:
Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning. IEEE Trans. Image Process. 30: 8410-8425 (2021) - [j52]Mingqi Lv, Zhaoxiong Hong, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji:
Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 22(6): 3337-3348 (2021) - [j51]Xiang Ling, Lingfei Wu, Saizhuo Wang, Gaoning Pan, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji:
Deep Graph Matching and Searching for Semantic Code Retrieval. ACM Trans. Knowl. Discov. Data 15(5): 88:1-88:21 (2021) - [j50]Jianhai Chen, Deshi Ye, Zhenguang Liu, Shouling Ji, Qinming He, Yang Xiang:
A Truthful and Near-Optimal Mechanism for Colocation Emergency Demand Response. IEEE Trans. Mob. Comput. 20(9): 2728-2744 (2021) - 2020
- [j49]Lujia Shen, Qianjun Liu, Gong Chen, Shouling Ji:
Text-based price recommendation system for online rental houses. Big Data Min. Anal. 3(2): 143-152 (2020) - [j48]Xurong Li, Shouling Ji, Juntao Ji, Zhenyu Ren, Chunming Wu, Bo Li, Ting Wang:
Adversarial examples detection through the sensitivity in space mappings. IET Comput. Vis. 14(5): 201-213 (2020) - [j47]Liming Fang, Yang Li, Xinyu Yun, Zhenyu Wen, Shouling Ji, Weizhi Meng, Zehong Cao, Muhammad Tanveer:
THP: A Novel Authentication Scheme to Prevent Multiple Attacks in SDN-Based IoT Network. IEEE Internet Things J. 7(7): 5745-5759 (2020) - [j46]Fei Wang, Yifan Lei, Zhenguang Liu, Xun Wang, Shouling Ji, Anthony K. H. Tung:
Fast and parameter-light rare behavior detection in maritime trajectories. Inf. Process. Manag. 57(5): 102268 (2020) - [j45]Liming Fang, Hongwei Zhu, Boqing Lv, Zhe Liu, Weizhi Meng, Yu Yu, Shouling Ji, Zehong Cao:
HandiText: Handwriting Recognition Based on Dynamic Characteristics with Incremental LSTM. Trans. Data Sci. 1(4): 25:1-25:18 (2020) - [j44]Chengkun Wei, Shouling Ji, Changchang Liu, Wenzhi Chen, Ting Wang:
AsgLDP: Collecting and Generating Decentralized Attributed Graphs With Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. 15: 3239-3254 (2020) - [j43]Pan Zhou, Qiben Yan, Kehao Wang, Zichuan Xu, Shouling Ji, Kaigui Bian:
Jamsa: A Utility Optimal Contextual Online Learning Framework for Anti-Jamming Wireless Scheduling Under Reactive Jamming Attack. IEEE Trans. Netw. Sci. Eng. 7(3): 1862-1878 (2020) - [j42]Zhenyu Wen, Tao Lin, Renyu Yang, Shouling Ji, Rajiv Ranjan, Alexander B. Romanovsky, Chang-Ting Lin, Jie Xu:
GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds. IEEE Trans. Parallel Distributed Syst. 31(1): 129-143 (2020) - 2019
- [j41]Jing (Selena) He, Meng Han, Shouling Ji, Tianyu Du, Zhao Li:
Spreading social influence with both positive and negative opinions in online networks. Big Data Min. Anal. 2(2): 100-117 (2019) - [j40]Haiqin Weng, Binbin Zhao, Shouling Ji, Jianhai Chen, Ting Wang, Qinming He, Raheem Beyah:
Towards understanding the security of modern image captchas and underground captcha-solving services. Big Data Min. Anal. 2(2): 118-144 (2019) - [j39]Zhikang Zou, Yu Cheng, Xiaoye Qu, Shouling Ji, Xiaoxiao Guo, Pan Zhou:
Attend to count: Crowd counting with adaptive capacity multi-scale CNNs. Neurocomputing 367: 75-83 (2019) - [j38]Pan Zhou, Guohui Zhong, Menglan Hu, Ruixuan Li, Qiben Yan, Kun Wang, Shouling Ji, Dapeng Oliver Wu:
Privacy-Preserving and Residential Context-Aware Online Learning for IoT-Enabled Energy Saving With Big Data Support in Smart Home Environment. IEEE Internet Things J. 6(5): 7450-7468 (2019) - [j37]Pan Zhou, Wenbo Chen, Shouling Ji, Hao Jiang, Li Yu, Dapeng Oliver Wu:
Privacy-Preserving Online Task Allocation in Edge-Computing-Enabled Massive Crowdsensing. IEEE Internet Things J. 6(5): 7773-7787 (2019) - [j36]Kaiyu Tang, Meng Han, Qinchen Gu, Anni Zhou, Raheem Beyah, Shouling Ji:
ShareSafe: An Improved Version of SecGraph. KSII Trans. Internet Inf. Syst. 13(11): 5731-5754 (2019) - [j35]Wenbo Chen, Anni Zhou, Pan Zhou, Liang Gao, Shouling Ji, Dapeng Wu:
A Privacy-Preserving Online Learning Approach for Incentive-Based Demand Response in Smart Grid. IEEE Syst. J. 13(4): 4208-4218 (2019) - [j34]Wenbo Chen, Anni Zhou, Pan Zhou, Liang Gao, Shouling Ji, Dapeng Wu:
Corrections to "A Privacy-Preserving Online Learning Approach for Incentive-Based Demand Response in Smart Grid". IEEE Syst. J. 13(4): 4482-4483 (2019) - [j33]Shouling Ji, Ting Wang, Jianhai Chen, Weiqing Li, Prateek Mittal, Raheem Beyah:
De-SAG: On the De-Anonymization of Structure-Attribute Graph Data. IEEE Trans. Dependable Secur. Comput. 16(4): 594-607 (2019) - [j32]Zhen Hong, Rui Wang, Shouling Ji, Raheem Beyah:
Attacker Location Evaluation-Based Fake Source Scheduling for Source Location Privacy in Cyber-Physical Systems. IEEE Trans. Inf. Forensics Secur. 14(5): 1337-1350 (2019) - [j31]Yinan Feng, Pan Zhou, Jie Xu, Shouling Ji, Dapeng Wu:
Video Big Data Retrieval Over Media Cloud: A Context-Aware Online Learning Approach. IEEE Trans. Multim. 21(7): 1762-1777 (2019) - [j30]Pan Zhou, Jie Xu, Wei Wang, Yuchong Hu, Dapeng Oliver Wu, Shouling Ji:
Toward Optimal Adaptive Online Shortest Path Routing With Acceleration Under Jamming Attack. IEEE/ACM Trans. Netw. 27(5): 1815-1829 (2019) - [j29]Xuhong Zhang, Jun Wang, Shouling Ji, Jiangling Yin, Rui Wang, Xiaobo Zhou, Changjun Jiang:
An I/O Efficient Distributed Approximation Framework Using Cluster Sampling. IEEE Trans. Parallel Distributed Syst. 30(7): 1494-1511 (2019) - 2018
- [j28]Qinchen Gu, David Formby, Shouling Ji, Hasan Cam, Raheem A. Beyah:
Fingerprinting for Cyber-Physical System Security: Device Physics Matters Too. IEEE Secur. Priv. 16(5): 49-59 (2018) - [j27]Shukun Yang, Shouling Ji, Raheem A. Beyah:
DPPG: A Dynamic Password Policy Generation System. IEEE Trans. Inf. Forensics Secur. 13(3): 545-558 (2018) - 2017
- [j26]Shouling Ji, Prateek Mittal, Raheem A. Beyah:
Graph Data Anonymization, De-Anonymization Attacks, and De-Anonymizability Quantification: A Survey. IEEE Commun. Surv. Tutorials 19(2): 1305-1326 (2017) - [j25]Shouling Ji, Shukun Yang, Xin Hu, Weili Han, Zhigong Li, Raheem A. Beyah:
Zero-Sum Password Cracking Game: A Large-Scale Empirical Study on the Crackability, Correlation, and Security of Passwords. IEEE Trans. Dependable Secur. Comput. 14(5): 550-564 (2017) - 2016
- [j24]Xuhong Zhang, Jun Wang, Jiangling Yin, Shouling Ji:
Sapprox: Enabling Efficient and Accurate Approximations on Sub-datasets with Distribution-aware Online Sampling. Proc. VLDB Endow. 10(3): 109-120 (2016) - [j23]Shouling Ji, Weiqing Li, Neil Zhenqiang Gong, Prateek Mittal, Raheem A. Beyah:
Seed-Based De-Anonymizability Quantification of Social Networks. IEEE Trans. Inf. Forensics Secur. 11(7): 1398-1411 (2016) - [j22]Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Jing (Selena) He, Raheem A. Beyah:
General Graph Data De-Anonymization: From Mobility Traces to Social Networks. ACM Trans. Inf. Syst. Secur. 18(4): 12:1-12:29 (2016) - [j21]Shouling Ji, Mingyuan Yan, Raheem A. Beyah, Zhipeng Cai:
Semi-Structure Routing and Analytical Frameworks for Cognitive Radio Networks. IEEE Trans. Mob. Comput. 15(4): 996-1008 (2016) - [j20]Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Raheem A. Beyah:
Structural Data De-Anonymization: Theory and Practice. IEEE/ACM Trans. Netw. 24(6): 3523-3536 (2016) - 2015
- [j19]Jinbao Li, Xiaohang Guo, Longjiang Guo, Shouling Ji, Meng Han, Zhipeng Cai:
Optimal routing with scheduling and channel assignment in multi-power multi-radio wireless sensor networks. Ad Hoc Networks 31: 45-62 (2015) - [j18]Jing (Selena) He, Shouling Ji, Raheem A. Beyah, Ying Xie, Yingshu Li:
Constructing load-balanced virtual backbones in probabilistic wireless sensor networks via multi-objective genetic algorithm. Trans. Emerg. Telecommun. Technol. 26(2): 147-163 (2015) - [j17]Shouling Ji, Raheem A. Beyah, Zhipeng Cai:
Broadcast Scheduling With Latency and Redundancy Analysis for Cognitive Radio Networks. IEEE Trans. Veh. Technol. 64(7): 3090-3097 (2015) - 2014
- [j16]Jing (Selena) He, Shouling Ji, Yi Pan, Zhipeng Cai:
A Genetic Algorithm with Immigrants Schemes for Constructing a σ-Reliable MCDS in Probabilistic Wireless Networks. Ad Hoc Sens. Wirel. Networks 20(3-4): 153-178 (2014) - [j15]Meng Han, Mingyuan Yan, Jinbao Li, Shouling Ji, Yingshu Li:
Neighborhood-based uncertainty generation in social networks. J. Comb. Optim. 28(3): 561-576 (2014) - [j14]Guoliang Liu, Shouling Ji, Zhipeng Cai:
Strengthen nodal cooperation for data dissemination in mobile social networks. Pers. Ubiquitous Comput. 18(8): 1797-1811 (2014) - [j13]Shouling Ji, Raheem A. Beyah, Zhipeng Cai:
Snapshot and Continuous Data Collection in Probabilistic Wireless Sensor Networks. IEEE Trans. Mob. Comput. 13(3): 626-637 (2014) - [j12]Jing He, Shouling Ji, Yi Pan, Yingshu Li:
Constructing Load-Balanced Data Aggregation Trees in Probabilistic Wireless Sensor Networks. IEEE Trans. Parallel Distributed Syst. 25(7): 1681-1690 (2014) - [j11]Zhipeng Cai, Shouling Ji, Jing He, Lin Wei, Anu G. Bourgeois:
Distributed and Asynchronous Data Collection in Cognitive Radio Networks with Fairness Consideration. IEEE Trans. Parallel Distributed Syst. 25(8): 2020-2029 (2014) - [j10]Jing (Selena) He, Shouling Ji, Yi Pan, Yingshu Li:
Greedy construction of load-balanced virtual backbones in wireless sensor networks. Wirel. Commun. Mob. Comput. 14(7): 673-688 (2014) - [j9]Mingyuan Yan, Jing (Selena) He, Shouling Ji, Yingshu Li:
Multi-regional query scheduling in wireless sensor networks with minimum latency. Wirel. Commun. Mob. Comput. 14(9): 849-864 (2014) - 2013
- [j8]Shouling Ji, A. Selcuk Uluagac, Raheem A. Beyah, Zhipeng Cai:
Practical unicast and convergecast scheduling schemes for cognitive radio networks. J. Comb. Optim. 26(1): 161-177 (2013) - [j7]Shouling Ji, Jing (Selena) He, Yi Pan, Yingshu Li:
Continuous data aggregation and capacity in probabilistic wireless sensor networks. J. Parallel Distributed Comput. 73(6): 729-745 (2013) - [j6]Jing (Selena) He, Shouling Ji, Yi Pan, Zhipeng Cai:
Approximation algorithms for load-balanced virtual backbone construction in wireless sensor networks. Theor. Comput. Sci. 507: 2-16 (2013) - [j5]Shouling Ji, Zhipeng Cai:
Distributed Data Collection in Large-Scale Asynchronous Wireless Sensor Networks Under the Generalized Physical Interference Model. IEEE/ACM Trans. Netw. 21(4): 1270-1283 (2013) - [j4]Shouling Ji, Jing (Selena) He, A. Selcuk Uluagac, Raheem A. Beyah, Yingshu Li:
Cell-based snapshot and continuous data collection in wireless sensor networks. ACM Trans. Sens. Networks 9(4): 47:1-47:29 (2013) - 2012
- [j3]Zhipeng Cai, Shouling Ji, Jinbao Li:
Data caching-based query processing in multi-sink wireless sensor networks. Int. J. Sens. Networks 11(2): 109-125 (2012) - [j2]Jing He, Shouling Ji, Mingyuan Yan, Yi Pan, Yingshu Li:
Load-balanced CDS construction in wireless sensor networks via genetic algorithm. Int. J. Sens. Networks 11(3): 166-178 (2012) - [j1]Shouling Ji, Zhipeng Cai, Yingshu Li, Xiaohua Jia:
Continuous Data Collection Capacity of Dual-Radio Multichannel Wireless Sensor Networks. IEEE Trans. Parallel Distributed Syst. 23(10): 1844-1855 (2012)
Conference and Workshop Papers
- 2025
- [c169]Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang:
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting. AAAI 2025: 968-976 - [c168]Jiahao Chen, Zhou Feng, Rui Zeng, Yuwen Pu, Chunyi Zhou, Yi Jiang, Yuyou Gan, Jinbao Li, Shouling Ji:
Enhancing Adversarial Transferability with Adversarial Weight Tuning. AAAI 2025: 2061-2069 - [c167]Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji:
CAMH: Advancing Model Hijacking Attack in Machine Learning. AAAI 2025: 17141-17149 - [c166]Yunruo Zhang, Tianyu Du, Shouling Ji, Shanqing Guo:
DROWN: Towards Tighter LiRPA-based Robustness Certification. COLING 2025: 6212-6229 - [c165]Xinpeng Liu, Qinying Wang, Peiyu Liu, Wenhai Wang, Shouling Ji:
MQueez: Specification-Driven Fuzzing for MQTT Broker (Registered Report). ISSTA Companion 2025: 133-142 - [c164]Zhenyu Wen, Wanglei Feng, Di Wu, Haozhen Hu, Chang Xu, Bin Qian, Zhen Hong, Cong Wang, Shouling Ji:
FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning. KDD (1) 2025: 1587-1598 - [c163]Zhiming Zhao, Jiahao Chen, Qingming Li, Chunyi Zhou, Shouling Ji:
Enhancing Adversarial Transferability via Self-Ensemble Feature Alignment. ICMR 2025: 1858-1867 - [c162]Rui Zeng, Xi Chen, Yuwen Pu, Xuhong Zhang, Tianyu Du, Shouling Ji:
CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models. NDSS 2025 - [c161]Yuan Chen, Qinying Wang, Yong Yang, Yuanchao Chen, Yuwei Li, Shouling Ji:
Unveiling Security Vulnerabilities in Git Large File Storage Protocol. SP 2025: 468-485 - [c160]Boyu Chang, Binbin Zhao, Qiao Zhang, Peiyu Liu, Yuan Tian, Raheem Beyah, Shouling Ji:
Firmrca: Towards Post-Fuzzing Analysis on ARM Embedded Firmware with Efficient Event-Based Fault Localization. SP 2025: 3783-3800 - [c159]Linkang Du, Zheng Zhu, Min Chen, Zhou Su, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang:
ArtistAuditor: Auditing Artist Style Pirate in Text-to-Image Generation Models. WWW 2025: 2500-2513 - 2024
- [c158]Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang:
Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval. AAAI 2024: 4126-4135 - [c157]Pengyu Qiu, Yuwen Pu, Yongchao Liu, Wenyan Liu, Yun Yue, Xiaowei Zhu, Lichun Li, Jinbao Li, Shouling Ji:
Integer Is Enough: When Vertical Federated Learning Meets Rounding. AAAI 2024: 14704-14712 - [c156]Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji:
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection. AAAI 2024: 17942-17950 - [c155]Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji:
GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers. AAAI 2024: 21797-21805 - [c154]Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu, Jinyin Chen, Shouling Ji:
TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. CCS 2024: 139-152 - [c153]Oubo Ma, Yuwen Pu, Linkang Du, Yang Dai, Ruo Wang, Xiaolei Liu, Yingcai Wu, Shouling Ji:
SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems. CCS 2024: 645-659 - [c152]Han Bao, Xuhong Zhang, Qinying Wang, Kangming Liang, Zonghui Wang, Shouling Ji, Wenzhi Chen:
Pluggable Watermarking of Deepfake Models for Deepfake Detection. IJCAI 2024: 331-339 - [c151]Zeyu Li, Yuwen Pu, Xuhong Zhang, Yu Li, Jinbao Li, Shouling Ji:
Protecting Object Detection Models from Model Extraction Attack via Feature Space Coverage. IJCAI 2024: 431-439 - [c150]Jiashui Wang, Peng Qian, Xilin Huang, Xinlei Ying, Yan Chen, Shouling Ji, Jianhai Chen, Jundong Xie, Long Liu:
Tacoma: Enhanced Browser Fuzzing with Fine-Grained Semantic Alignment. ISSTA 2024: 1174-1185 - [c149]Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang:
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization. NAACL-HLT (Findings) 2024: 2959-2971 - [c148]Linkang Du, Min Chen, Mingyang Sun, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang:
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning. NDSS 2024 - [c147]Lujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang, Chunpeng Ge, Ting Wang:
Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention. NDSS 2024 - [c146]Jiacheng Xu, Xuhong Zhang, Shouling Ji, Yuan Tian, Binbin Zhao, Qinying Wang, Peng Cheng, Jiming Chen:
MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency. NDSS 2024 - [c145]Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Shengchao Hu, Mengzhu Wang, Shouling Ji, Jincai Huang, Li Shen:
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NeurIPS 2024 - [c144]Qinying Wang, Boyu Chang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Gaoning Pan, Chenyang Lyu, Mathias Payer, Wenhai Wang, Raheem Beyah:
SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices. SP 2024: 2310-2387 - [c143]Xiang Ling, Zhiyu Wu, Bin Wang, Wei Deng, Jingzheng Wu, Shouling Ji, Tianyue Luo, Yanjun Wu:
A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild. USENIX Security Symposium 2024 - [c142]Peiyu Liu, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang:
Exploring ChatGPT's Capabilities on Vulnerability Management. USENIX Security Symposium 2024 - [c141]Changjiang Li, Ren Pang, Bochuan Cao, Zhaohan Xi, Jinghui Chen, Shouling Ji, Ting Wang:
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks. USENIX Security Symposium 2024 - [c140]Dinghao Liu, Shouling Ji, Kangjie Lu, Qinming He:
Improving Indirect-Call Analysis in LLVM with Type and Data-Flow Co-Analysis. USENIX Security Symposium 2024 - [c139]Dinghao Liu, Zhipeng Lu, Shouling Ji, Kangjie Lu, Jianhai Chen, Zhenguang Liu, Dexin Liu, Renyi Cai, Qinming He:
Detecting Kernel Memory Bugs through Inconsistent Memory Management Intention Inferences. USENIX Security Symposium 2024 - [c138]Yi Xiang, Xuhong Zhang, Peiyu Liu, Shouling Ji, Xiao Xiao, Hong Liang, Jiacheng Xu, Wenhai Wang:
Critical Code Guided Directed Greybox Fuzzing for Commits. USENIX Security Symposium 2024 - 2023
- [c137]Ping He, Yifan Xia, Xuhong Zhang, Shouling Ji:
Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting. CCS 2023: 90-104 - [c136]Yi Jiang, Chenghui Shi, Oubo Ma, Youliang Tian, Shouling Ji:
Text Laundering: Mitigating Malicious Features Through Knowledge Distillation of Large Foundation Models. Inscrypt (2) 2023: 3-23 - [c135]Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang:
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code. EMNLP 2023: 14740-14752 - [c134]Yifan Xia, Ping He, Xuhong Zhang, Peiyu Liu, Shouling Ji, Wenhai Wang:
Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection. ESORICS (2) 2023: 255-276 - [c133]Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang:
An Embarrassingly Simple Backdoor Attack on Self-supervised Learning. ICCV 2023: 4344-4355 - [c132]Ren Pang, Changjiang Li, Zhaohan Xi, Shouling Ji, Ting Wang:
The Dark Side of AutoML: Towards Architectural Backdoor Search. ICLR 2023 - [c131]Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Jinghui Chen, Fenglong Ma, Ting Wang:
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks. NeurIPS 2023 - [c130]Peiyu Liu, Shouling Ji, Lirong Fu, Kangjie Lu, Xuhong Zhang, Jingchang Qin, Wenhai Wang, Wenzhi Chen:
How IoT Re-using Threatens Your Sensitive Data: Exploring the User-Data Disposal in Used IoT Devices. SP 2023: 3365-3381 - [c129]Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Xiapu Luo, Xusheng Xiao, Fenglong Ma, Ting Wang:
On the Security Risks of Knowledge Graph Reasoning. USENIX Security Symposium 2023: 3259-3276 - [c128]Binbin Zhao, Shouling Ji, Xuhong Zhang, Yuan Tian, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah:
UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware. USENIX Security Symposium 2023: 3421-3438 - [c127]Yuxing Zhang, Xiaogang Zhu, Daojing He, Minhui Xue, Shouling Ji, Mohammad Sayad Haghighi, Sheng Wen, Zhiniang Peng:
Detecting Union Type Confusion in Component Object Model. USENIX Security Symposium 2023: 4265-4281 - [c126]Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Peng Cheng, Raheem Beyah:
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. USENIX Security Symposium 2023: 4517-4534 - [c125]Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin:
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases. USENIX Security Symposium 2023: 6399-6416 - 2022
- [c124]Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang:
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. CCS 2022: 1157-1171 - [c123]Qingyang Zhou, Qiushi Wu, Dinghao Liu, Shouling Ji, Kangjie Lu:
Non-Distinguishable Inconsistencies as a Deterministic Oracle for Detecting Security Bugs. CCS 2022: 3253-3267 - [c122]Yi Cao, Sihao Hu, Yu Gong, Zhao Li, Yazheng Yang, Qingwen Liu, Shouling Ji:
GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction. CIKM 2022: 2964-2973 - [c121]Ren Pang, Zheng Zhang, Xiangshan Gao, Zhaohan Xi, Shouling Ji, Peng Cheng, Xiapu Luo, Ting Wang:
TrojanZoo: Towards Unified, Holistic, and Practical Evaluation of Neural Backdoors. EuroS&P 2022: 684-702 - [c120]Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen:
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. ICSE 2022: 1519-1531 - [c119]Xiang Ling, Lingfei Wu, Wei Deng, Zhenqing Qu, Jiangyu Zhang, Sheng Zhang, Tengfei Ma, Bin Wang, Chunming Wu, Shouling Ji:
MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection. INFOCOM 2022: 1998-2007 - [c118]Chenyang Lyu, Hong Liang, Shouling Ji, Xuhong Zhang, Binbin Zhao, Meng Han, Yun Li, Zhe Wang, Wenhai Wang, Raheem Beyah:
SLIME: program-sensitive energy allocation for fuzzing. ISSTA 2022: 365-377 - [c117]Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah:
A large-scale empirical analysis of the vulnerabilities introduced by third-party components in IoT firmware. ISSTA 2022: 442-454 - [c116]Chenyang Lyu, Shouling Ji, Xuhong Zhang, Hong Liang, Binbin Zhao, Kangjie Lu, Raheem Beyah:
EMS: History-Driven Mutation for Coverage-based Fuzzing. NDSS 2022 - [c115]Jialuo Chen, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li, Dawn Song:
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. SP 2022: 824-841 - [c114]Yuhao Mao, Chong Fu, Saizhuo Wang, Shouling Ji, Xuhong Zhang, Zhenguang Liu, Jun Zhou, Alex X. Liu, Raheem Beyah, Ting Wang:
Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings. SP 2022: 1423-1439 - [c113]Chong Fu, Xuhong Zhang, Shouling Ji, Jinyin Chen, Jingzheng Wu, Shanqing Guo, Jun Zhou, Alex X. Liu, Ting Wang:
Label Inference Attacks Against Vertical Federated Learning. USENIX Security Symposium 2022: 1397-1414 - [c112]Changjiang Li, Li Wang, Shouling Ji, Xuhong Zhang, Zhaohan Xi, Shanqing Guo, Ting Wang:
Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era. USENIX Security Symposium 2022: 2673-2690 - [c111]Ren Pang, Zhaohan Xi, Shouling Ji, Xiapu Luo, Ting Wang:
On the Security Risks of AutoML. USENIX Security Symposium 2022: 3953-3970 - 2021
- [c110]Zhenguang Liu, Kedi Lyu, Shuang Wu, Haipeng Chen, Yanbin Hao, Shouling Ji:
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction. AAAI 2021: 2225-2232 - [c109]Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang:
i-Algebra: Towards Interactive Interpretability of Deep Neural Networks. AAAI 2021: 11691-11698 - [c108]Aiping Zhang, Kui Liu, Liming Fang, Qianjun Liu, Xinyu Yun, Shouling Ji:
Learn To Align: A Code Alignment Network For Code Clone Detection. APSEC 2021: 1-11 - [c107]Tianyu Du, Shouling Ji, Lujia Shen, Yao Zhang, Jinfeng Li, Jie Shi, Chengfang Fang, Jianwei Yin, Raheem Beyah, Ting Wang:
Cert-RNN: Towards Certifying the Robustness of Recurrent Neural Networks. CCS 2021: 516-534 - [c106]Lirong Fu, Shouling Ji, Kangjie Lu, Peiyu Liu, Xuhong Zhang, Yuxuan Duan, Zihui Zhang, Wenzhi Chen, Yanjun Wu:
CPscan: Detecting Bugs Caused by Code Pruning in IoT Kernels. CCS 2021: 794-810 - [c105]Linkang Du, Zhikun Zhang, Shaojie Bai, Changchang Liu, Shouling Ji, Peng Cheng, Jiming Chen:
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy. CCS 2021: 1266-1288 - [c104]Dinghao Liu, Qiushi Wu, Shouling Ji, Kangjie Lu, Zhenguang Liu, Jianhai Chen, Qinming He:
Detecting Missed Security Operations Through Differential Checking of Object-based Similar Paths. CCS 2021: 1627-1644 - [c103]Gaoning Pan, Xingwei Lin, Xuhong Zhang, Yongkang Jia, Shouling Ji, Chunming Wu, Xinlei Ying, Jiashui Wang, Yanjun Wu:
V-Shuttle: Scalable and Semantics-Aware Hypervisor Virtual Device Fuzzing. CCS 2021: 2197-2213 - [c102]Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang:
Backdoor Pre-trained Models Can Transfer to All. CCS 2021: 3141-3158 - [c101]Zhenguang Liu, Haoming Chen, Runyang Feng, Shuang Wu, Shouling Ji, Bailin Yang, Xun Wang:
Deep Dual Consecutive Network for Human Pose Estimation. CVPR 2021: 525-534 - [c100]Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Bo Long, Shouling Ji:
Constructing contrastive samples via summarization for text classification with limited annotations. EMNLP (Findings) 2021: 1365-1376 - [c99]Xinyang Zhang, Zheng Zhang, Shouling Ji, Ting Wang:
Trojaning Language Models for Fun and Profit. EuroS&P 2021: 179-197 - [c98]Zhixiao Fu, Xinyuan Chen, Jianfeng Dong, Shouling Ji:
Multi-Order Adversarial Representation Learning for Composed Query Image Retrieval. ICASSP 2021: 1685-1689 - [c97]Zhe Ma, Fenghao Liu, Jianfeng Dong, Xiaoye Qu, Yuan He, Shouling Ji:
Hierarchical Similarity Learning for Language-Based Product Image Retrieval. ICASSP 2021: 4335-4339 - [c96]Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji:
Enhancing Model Robustness by Incorporating Adversarial Knowledge into Semantic Representation. ICASSP 2021: 7708-7712 - [c95]Sihao Hu, Xuhong Zhang, Junfeng Zhou, Shouling Ji, Jiaqi Yuan, Zhao Li, Zhipeng Wang, Qi Chen, Qinming He, Liming Fang:
Turbo: Fraud Detection in Deposit-free Leasing Service via Real-Time Behavior Network Mining. ICDE 2021: 2583-2594 - [c94]Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji:
Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion. IJCAI 2021: 2751-2759 - [c93]Meng Jia, Kun He, Jing Chen, Ruiying Du, Weihang Chen, Zhihong Tian, Shouling Ji:
PROCESS: Privacy-Preserving On-Chain Certificate Status Service. INFOCOM 2021: 1-10 - [c92]Peiyu Liu, Shouling Ji, Xuhong Zhang, Qinming Dai, Kangjie Lu, Lirong Fu, Wenzhi Chen, Peng Cheng, Wenhai Wang, Raheem Beyah:
IFIZZ: Deep-State and Efficient Fault-Scenario Generation to Test IoT Firmware. ASE 2021: 805-816 - [c91]Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang:
Detecting Adversarial Samples with Graph-Guided Testing. ASE 2021: 1196-1198 - [c90]Zhaohan Xi, Ren Pang, Shouling Ji, Ting Wang:
Graph Backdoor. USENIX Security Symposium 2021: 1523-1540 - [c89]Yuwei Li, Shouling Ji, Yuan Chen, Sizhuang Liang, Wei-Han Lee, Yueyao Chen, Chenyang Lyu, Chunming Wu, Raheem Beyah, Peng Cheng, Kangjie Lu, Ting Wang:
UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers. USENIX Security Symposium 2021: 2777-2794 - [c88]Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah:
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. USENIX Security Symposium 2021: 4205-4222 - 2020
- [c87]Zhe Ma, Jianfeng Dong, Zhongzi Long, Yao Zhang, Yuan He, Hui Xue, Shouling Ji:
Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network. AAAI 2020: 11741-11748 - [c86]Tariro Manyumwa, Phillip Francis Chapita, Hanlu Wu, Shouling Ji:
Towards Fighting Cybercrime: Malicious URL Attack Type Detection using Multiclass Classification. IEEE BigData 2020: 1813-1822 - [c85]Ren Pang, Hua Shen, Xinyang Zhang, Shouling Ji, Yevgeniy Vorobeychik, Xiapu Luo, Alex X. Liu, Ting Wang:
A Tale of Evil Twins: Adversarial Inputs versus Poisoned Models. CCS 2020: 85-99 - [c84]Tianyu Du, Shouling Ji, Jinfeng Li, Qinchen Gu, Ting Wang, Raheem Beyah:
SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems. AsiaCCS 2020: 357-369 - [c83]Chenghui Shi, Shouling Ji, Qianjun Liu, Changchang Liu, Yuefeng Chen, Yuan He, Zhe Liu, Raheem Beyah, Ting Wang:
Text Captcha Is Dead? A Large Scale Deployment and Empirical Study. CCS 2020: 1391-1406 - [c82]Benyu Zhang, Matei Zaharia, Shouling Ji, Raluca Ada Popa, Guofei Gu:
PPMLP 2020: Workshop on Privacy-Preserving Machine Learning In Practice. CCS 2020: 2139-2140 - [c81]Zhao Li, Chenyi Lei, Pengcheng Zou, Donghui Ding, Shichang Hu, Zehong Hu, Shouling Ji, Jianliang Gao:
Attention with Long-Term Interval-Based Gated Recurrent Units for Modeling Sequential User Behaviors. DASFAA (1) 2020: 663-670 - [c80]Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji:
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning. EMNLP (1) 2020: 3612-3621 - [c79]Peiyu Liu, Shouling Ji, Lirong Fu, Kangjie Lu, Xuhong Zhang, Wei-Han Lee, Tao Lu, Wenzhi Chen, Raheem Beyah:
Understanding the Security Risks of Docker Hub. ESORICS (1) 2020: 257-276 - [c78]Shouling Ji, Qinchen Gu, Haiqin Weng, Qianjun Liu, Pan Zhou, Jing Chen, Zhao Li, Raheem Beyah, Ting Wang:
De-Health: All Your Online Health Information Are Belong to Us. ICDE 2020: 1609-1620 - [c77]Ren Pang, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang:
AdvMind: Inferring Adversary Intent of Black-Box Attacks. KDD 2020: 1899-1907 - [c76]Xudong Pan, Mi Zhang, Shouling Ji, Min Yang:
Privacy Risks of General-Purpose Language Models. SP 2020: 1314-1331 - [c75]Jinyin Chen, Xueke Wang, Yan Zhang, Haibin Zheng, Shouling Ji:
Attention Mechanism Based Adversarial Attack Against Deep Reinforcement Learning. SpaCCS 2020: 19-43 - [c74]Jinfeng Li, Tianyu Du, Shouling Ji, Rong Zhang, Quan Lu, Min Yang, Ting Wang:
TextShield: Robust Text Classification Based on Multimodal Embedding and Neural Machine Translation. USENIX Security Symposium 2020: 1381-1398 - [c73]Xudong Pan, Mi Zhang, Duocai Wu, Qifan Xiao, Shouling Ji, Min Yang:
Justinian's GAAvernor: Robust Distributed Learning with Gradient Aggregation Agent. USENIX Security Symposium 2020: 1641-1658 - [c72]Xinyang Zhang, Ningfei Wang, Hua Shen, Shouling Ji, Xiapu Luo, Ting Wang:
Interpretable Deep Learning under Fire. USENIX Security Symposium 2020: 1659-1676 - [c71]Xurong Li, Kun Yu, Shouling Ji, Yan Wang, Chunming Wu, Hui Xue:
Fighting Against Deepfake: Patch&Pair Convolutional Neural Networks (PPCNN). WWW (Companion Volume) 2020: 88-89 - 2019
- [c70]Yueyao Chen, Qianjun Liu, Tianyu Du, Yuan Chen, Shouling Ji:
Symmetric Frame Cracking: A Powerful Dynamic Textual CAPTCHAs Cracking Policy. Inscrypt 2019: 157-172 - [c69]Jinyin Chen, Haibin Zheng, Mengmeng Su, Tianyu Du, Chang-Ting Lin, Shouling Ji:
Invisible Poisoning: Highly Stealthy Targeted Poisoning Attack. Inscrypt 2019: 173-198 - [c68]Changjiang Li, Haiqin Weng, Shouling Ji, Jianfeng Dong, Qinming He:
DeT: Defending Against Adversarial Examples via Decreasing Transferability. CSS (1) 2019: 307-322 - [c67]Jianfeng Dong, Xirong Li, Chaoxi Xu, Shouling Ji, Yuan He, Gang Yang, Xun Wang:
Dual Encoding for Zero-Example Video Retrieval. CVPR 2019: 9346-9355 - [c66]Haiqin Weng, Shouling Ji, Fuzheng Duan, Zhao Li, Jianhai Chen, Qinming He, Ting Wang:
CATS: Cross-Platform E-Commerce Fraud Detection. ICDE 2019: 1874-1885 - [c65]Lujia Shen, Tianyu Du, Shouling Ji:
Neural Network Model for Classifying the Economic Recession and Construction of Financial Stress Index. ICPCSEE (2) 2019: 564-578 - [c64]Xu Duan, Jingzheng Wu, Shouling Ji, Zhiqing Rui, Tianyue Luo, Mutian Yang, Yanjun Wu:
VulSniper: Focus Your Attention to Shoot Fine-Grained Vulnerabilities. IJCAI 2019: 4665-4671 - [c63]Jianhai Chen, Deshi Ye, Shouling Ji, Qinming He, Yang Xiang, Zhenguang Liu:
A Truthful FPTAS Mechanism for Emergency Demand Response in Colocation Data Centers. INFOCOM 2019: 2557-2565 - [c62]Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal:
Efficient Global String Kernel with Random Features: Beyond Counting Substructures. KDD 2019: 520-528 - [c61]Jinfeng Li, Shouling Ji, Tianyu Du, Bo Li, Ting Wang:
TextBugger: Generating Adversarial Text Against Real-world Applications. NDSS 2019 - [c60]Xiang Ling, Shouling Ji, Jiaxu Zou, Jiannan Wang, Chunming Wu, Bo Li, Ting Wang:
DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model. IEEE Symposium on Security and Privacy 2019: 673-690 - [c59]Chenyang Lyu, Shouling Ji, Chao Zhang, Yuwei Li, Wei-Han Lee, Yu Song, Raheem Beyah:
MOPT: Optimized Mutation Scheduling for Fuzzers. USENIX Security Symposium 2019: 1949-1966 - [c58]Chenyi Lei, Shouling Ji, Zhao Li:
TiSSA: A Time Slice Self-Attention Approach for Modeling Sequential User Behaviors. WWW 2019: 2964-2970 - 2018
- [c57]Ningfei Wang, Shouling Ji, Ting Wang:
Integration of Static and Dynamic Code Stylometry Analysis for Programmer De-anonymization. AISec@CCS 2018: 74-84 - [c56]Binbin Zhao, Haiqin Weng, Shouling Ji, Jianhai Chen, Ting Wang, Qinming He, Reheem Beyah:
Towards Evaluating the Security of Real-World Deployed Image CAPTCHAs. AISec@CCS 2018: 85-96 - [c55]Yujie Ji, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang:
Model-Reuse Attacks on Deep Learning Systems. CCS 2018: 349-363 - [c54]Anni Zhou, Pan Zhou, Dapeng Oliver Wu, Yuchong Hu, Shouling Ji:
T-PriDO: A Tree-based Privacy-Preserving and Contextual Collaborative Online Big Data Processing System. CNS 2018: 1-9 - [c53]Haiqin Weng, Zhao Li, Shouling Ji, Chen Chu, Haifeng Lu, Tianyu Du, Qinming He:
Online E-Commerce Fraud: A Large-Scale Detection and Analysis. ICDE 2018: 1435-1440 - [c52]Shouling Ji, Tianyu Du, Zhen Hong, Ting Wang, Raheem A. Beyah:
Quantifying Graph Anonymity, Utility, and De-anonymity. INFOCOM 2018: 1736-1744 - [c51]Jing Chen, Shixiong Yao, Quan Yuan, Kun He, Shouling Ji, Ruiying Du:
CertChain: Public and Efficient Certificate Audit Based on Blockchain for TLS Connections. INFOCOM 2018: 2060-2068 - [c50]Mutian Yang, Jingzheng Wu, Shouling Ji, Tianyue Luo, Yanjun Wu:
Pre-Patch: Find Hidden Threats in Open Software Based on Machine Learning Method. SERVICES 2018: 48-65 - 2017
- [c49]Jing (Selena) He, Shouling Ji, Patrick Otoo Bobbie:
Internet of Things (IoT)-based Learning Framework to Facilitate STEM Undergraduate Education. ACM Southeast Regional Conference 2017: 88-94 - [c48]Jing (Selena) He, Ying Xie, Tianyu Du, Shouling Ji, Zhao Li:
Influence Spread in Social Networks with both Positive and Negative Influences. COCOON 2017: 615-629 - [c47]Bin Xiong, Guangli Xiang, Tianyu Du, Jing (Selena) He, Shouling Ji:
Static Taint Analysis Method for Intent Injection Vulnerability in Android Applications. CSS 2017: 16-31 - [c46]Jing He, Yiming Wu, Guangli Xiang, Zhendong Wu, Shouling Ji:
Efficient Privacy-Preservation Multi-factor Ranking with Approximate Search over Encrypted Big Cloud Data. CSS 2017: 452-459 - [c45]Xinyang Zhang, Shouling Ji, Hui Wang, Ting Wang:
Private, Yet Practical, Multiparty Deep Learning. ICDCS 2017: 1442-1452 - [c44]Wei-Han Lee, Changchang Liu, Shouling Ji, Prateek Mittal, Ruby B. Lee:
How to Quantify Graph De-anonymization Risks. ICISSP (Revised Selected Papers) 2017: 84-104 - [c43]Wei-Han Lee, Changchang Liu, Shouling Ji, Prateek Mittal, Ruby B. Lee:
Quantification of De-anonymization Risks in Social Networks. ICISSP 2017: 126-135 - [c42]Jianyu Wang, Chunming Wu, Shouling Ji, Qinchen Gu, Zhao Li:
Fraud Detection via Coding Nominal Attributes. ICMSSP 2017: 42-45 - [c41]Chang-Ting Lin, Chunming Wu, Yifei Tian, Zhenyu Wen, Shouling Ji:
PBUF: Sharing Buffer to Mitigate Flooding Attacks. ICPADS 2017: 392-399 - [c40]JingZheng Wu, Shen Liu, Shouling Ji, Mutian Yang, Tianyue Luo, Yanjun Wu, Yongji Wang:
Exception beyond Exception: Crashing Android System by Trapping in "Uncaught Exception". ICSE-SEIP 2017: 283-292 - [c39]Shouling Ji, Shukun Yang, Anupam Das, Xin Hu, Raheem A. Beyah:
Password correlation: Quantification, evaluation and application. INFOCOM 2017: 1-9 - [c38]Xurong Li, Chunming Wu, Shouling Ji, Qinchen Gu, Raheem A. Beyah:
HSTS Measurement and an Enhanced Stripping Attack Against HTTPS. SecureComm 2017: 489-509 - [c37]Xiang Ling, Chunming Wu, Shouling Ji, Meng Han:
H _2 DoS: An Application-Layer DoS Attack Towards HTTP/2 Protocol. SecureComm 2017: 550-570 - [c36]Wei-Han Lee, Changchang Liu, Shouling Ji, Prateek Mittal, Ruby B. Lee:
Blind De-anonymization Attacks using Social Networks. WPES@CCS 2017: 1-4 - 2016
- [c35]Yushan Liu, Shouling Ji, Prateek Mittal:
SmartWalk: Enhancing Social Network Security via Adaptive Random Walks. CCS 2016: 492-503 - [c34]Ting Wang, Xin Hu, Jiyong Jang, Shouling Ji, Marc Ph. Stoecklin, Teryl Taylor:
BotMeter: Charting DGA-Botnet Landscapes in Large Networks. ICDCS 2016: 334-343 - [c33]Gong Chen, Shouling Ji, John A. Copeland:
Towards a Framework to Facilitate the Mobile Advertising Ecosystem. ICPADS 2016: 456-465 - [c32]Shouling Ji, Weiqing Li, Shukun Yang, Prateek Mittal, Raheem A. Beyah:
On the relative de-anonymizability of graph data: Quantification and evaluation. INFOCOM 2016: 1-9 - 2015
- [c31]Shouling Ji, Shukun Yang, Ting Wang, Changchang Liu, Wei-Han Lee, Raheem A. Beyah:
PARS: A Uniform and Open-source Password Analysis and Research System. ACSAC 2015: 321-330 - [c30]Shouling Ji, Weiqing Li, Neil Zhenqiang Gong, Prateek Mittal, Raheem A. Beyah:
On Your Social Network De-anonymizablity: Quantification and Large Scale Evaluation with Seed Knowledge. NDSS 2015 - [c29]Shouling Ji, Zhipeng Cai, Jing (Selena) He, Raheem A. Beyah:
Primary social behavior aware routing and scheduling for Cognitive Radio Networks. SECON 2015: 417-425 - [c28]Shouling Ji, Zhipeng Cai, Meng Han, Raheem A. Beyah:
Whitespace measurement and virtual backbone construction for Cognitive Radio Networks: From the social perspective. SECON 2015: 435-443 - [c27]Shouling Ji, Weiqing Li, Prateek Mittal, Xin Hu, Raheem A. Beyah:
SecGraph: A Uniform and Open-source Evaluation System for Graph Data Anonymization and De-anonymization. USENIX Security Symposium 2015: 303-318 - 2014
- [c26]Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Raheem A. Beyah:
Structural Data De-anonymization: Quantification, Practice, and Implications. CCS 2014: 1040-1053 - [c25]Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Jing (Selena) He, Raheem A. Beyah:
Structure Based Data De-Anonymization of Social Networks and Mobility Traces. ISC 2014: 237-254 - [c24]Jing (Selena) He, Shouling Ji, Raheem A. Beyah, Zhipeng Cai:
Minimum-sized influential node set selection for social networks under the independent cascade model. MobiHoc 2014: 93-102 - [c23]Mingyuan Yan, Shouling Ji, Meng Han, Yingshu Li, Zhipeng Cai:
Data aggregation scheduling in wireless networks with Cognitive Radio capability. SECON 2014: 513-521 - 2013
- [c22]Meng Han, Mingyuan Yan, Jinbao Li, Shouling Ji, Yingshu Li:
Generating Uncertain Networks Based on Historical Network Snapshots. COCOON 2013: 747-758 - [c21]Jing He, Shouling Ji, Raheem A. Beyah, Yingshu Li:
A Multi-Objective Genetic Algorithm for constructing load-balanced virtual backbones in probabilistic Wireless Sensor Networks. GLOBECOM 2013: 261-266 - [c20]Mingyuan Yan, Shouling Ji, Zhipeng Cai:
Time efficient data aggregation scheduling in Cognitive Radio Networks. GLOBECOM 2013: 1185-1190 - [c19]Jing He, Shouling Ji, Xiaojing Liao, Hisham M. Haddad, Raheem A. Beyah:
Minimum-sized Positive Influential Node Set selection for social networks: Considering both positive and negative influences. IPCCC 2013: 1-8 - [c18]Shouling Ji, Mingyuan Yan, Raheem A. Beyah, Zhipeng Cai:
Semi-Structure Routing and Performance Analysis for Cognitive Radio Networks. MASS 2013: 168-172 - [c17]Shouling Ji, Raheem A. Beyah, Zhipeng Cai:
Minimum-Latency Broadcast Scheduling for Cognitive Radio Networks. SECON 2013: 389-397 - 2012
- [c16]Jing He, Shouling Ji, Yi Pan, Zhipeng Cai:
Load-Balanced Virtual Backbone Construction for Wireless Sensor Networks. COCOA 2012: 1-12 - [c15]Jing (Selena) He, Shouling Ji, Pingzhi Fan, Yi Pan, Yingshu Li:
Constructing a load-balanced virtual backbone in Wireless Sensor Networks. ICNC 2012: 959-963 - [c14]Zhipeng Cai, Shouling Ji, Jing He, Anu G. Bourgeois:
Optimal Distributed Data Collection for Asynchronous Cognitive Radio Networks. ICDCS 2012: 245-254 - [c13]Shouling Ji, Raheem A. Beyah, Zhipeng Cai:
Snapshot/Continuous Data Collection capacity for large-scale probabilistic Wireless Sensor Networks. INFOCOM 2012: 1035-1043 - [c12]Shouling Ji, Zhipeng Cai:
Distributed data collection and its capacity in asynchronous wireless sensor networks. INFOCOM 2012: 2113-2121 - 2011
- [c11]Shouling Ji, Yingshu Li, Xiaohua Jia:
Capacity of dual-radio multi-channel wireless sensor networks for continuous data collection. INFOCOM 2011: 1062-1070 - [c10]Yueming Duan, Shouling Ji, Zhipeng Cai:
Generalized broadcast scheduling in duty-cycle multi-hop wireless networks. IPCCC 2011: 1-6 - [c9]Mingyuan Yan, Jing He, Shouling Ji, Yingshu Li:
Minimum latency scheduling for Multi-Regional Query in Wireless Sensor Networks. IPCCC 2011: 1-8 - [c8]Shouling Ji, Raheem A. Beyah, Yingshu Li:
Continuous Data Collection Capacity of Wireless Sensor Networks under Physical Interference Model. MASS 2011: 222-231 - [c7]Jing He, Shouling Ji, Mingyuan Yan, Yi Pan, Yingshu Li:
Genetic-algorithm-based construction of Load-Balanced CDSs in Wireless Sensor Networks. MILCOM 2011: 667-672 - [c6]Jing He, Zhipeng Cai, Shouling Ji, Raheem A. Beyah, Yi Pan:
A Genetic Algorithm for Constructing a Reliable MCDS in Probabilistic Wireless Networks. WASA 2011: 96-107 - 2010
- [c5]Jinbao Li, Desheng Zhang, Shouling Ji, Longjiang Guo:
RCS: A Random Channel Selection with Probabilistic Backoff for Multi-Channel MAC Protocols in WSNs. GLOBECOM 2010: 1-5 - [c4]Jinbao Li, Desheng Zhang, Longjiang Guo, Shouling Ji, Yingshu Li:
M-cube: A Duty Cycle Based Multi-channel MAC Protocol with Multiple Channel Reservation for WSNs. ICPADS 2010: 107-114 - [c3]Jinbao Li, Desheng Zhang, Longjiang Guo, Shouling Ji, Yingshu Li:
ARM: An asynchronous receiver-initiated multichannel MAC protocol with duty cycling for WSNs. IPCCC 2010: 114-121 - 2009
- [c2]Jinbao Li, Shouling Ji, Jinghua Zhu:
Data Caching Based Queries in Multi-sink Sensor Networks. MSN 2009: 9-16 - 2008
- [c1]Jinbao Li, Shouling Ji, Hu Jin, Qianqian Ren:
Routing in Multi-Sink Sensor Networks Based on Gravitational Field. ICESS 2008: 368-375
Editorship
- 2020
- [e1]Benyu Zhang, Raluca Ada Popa, Matei Zaharia, Guofei Gu, Shouling Ji:
PPMLP'20: Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice, Virtual Event, USA, November, 2020. ACM 2020, ISBN 978-1-4503-8088-1 [contents]
Data and Artifacts
- 2023
- [d1]Jie Su, Zhen Hong, Lei Ye, Tao Liu, Sizhuang Liang, Shouling Ji, Gagangeet Singh Aujla, Reheem Beyah, Zhenyu Wen:
AC Power Consumption Dataset. IEEE DataPort, 2023
Informal and Other Publications
- 2025
- [i128]Jiale Zhang, Bosen Rao, Chengcheng Zhu, Xiaobing Sun, Qingming Li, Haibo Hu, Xiapu Luo, Qingqing Ye, Shouling Ji:
Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data. CoRR abs/2501.05835 (2025) - [i127]Yixiao Xu, Binxing Fang, Rui Wang, Yinghai Zhou, Shouling Ji, Yuan Liu, Mohan Li, Zhihong Tian:
Neural Honeytrace: A Robust Plug-and-Play Watermarking Framework against Model Extraction Attacks. CoRR abs/2501.09328 (2025) - [i126]Ping He, Lorenzo Cavallaro, Shouling Ji:
Defending against Adversarial Malware Attacks on ML-based Android Malware Detection Systems. CoRR abs/2501.13782 (2025) - [i125]Oubo Ma, Linkang Du, Yang Dai, Chunyi Zhou, Qingming Li, Yuwen Pu, Shouling Ji:
UNIDOOR: A Universal Framework for Action-Level Backdoor Attacks in Deep Reinforcement Learning. CoRR abs/2501.15529 (2025) - [i124]Jiacheng Xu, He Sun, Shihao Jiang, Qinying Wang, Mingming Zhang, Xiang Li, Kaiwen Shen, Peng Cheng, Jiming Chen, Charles Zhang, Shouling Ji:
Demystifying OS Kernel Fuzzing with a Novel Taxonomy. CoRR abs/2501.16165 (2025) - [i123]Yi Jiang, Oubo Ma, Yong Yang, Tong Zhang, Shouling Ji:
Reformulation is All You Need: Addressing Malicious Text Features in DNNs. CoRR abs/2502.00652 (2025) - [i122]Li Wang, Zheng Li, Xuhong Zhang, Shouling Ji, Shanqing Guo:
FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation. CoRR abs/2502.10801 (2025) - [i121]Binbin Zhao, Xingshuang Lin, Yuan Tian, Saman Zonouz, Na Ruan, Jiliang Li, Raheem Beyah, Shouling Ji:
Detecting Functional Bugs in Smart Contracts through LLM-Powered and Bug-Oriented Composite Analysis. CoRR abs/2503.23718 (2025) - [i120]Linkang Du, Zheng Zhu, Min Chen, Zhou Su, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang:
ArtistAuditor: Auditing Artist Style Pirate in Text-to-Image Generation Models. CoRR abs/2504.13061 (2025) - [i119]Jin Xie, Ruishi He, Songze Li, Xiaojun Jia, Shouling Ji:
ReCIT: Reconstructing Full Private Data from Gradient in Parameter-Efficient Fine-Tuning of Large Language Models. CoRR abs/2504.20570 (2025) - [i118]Zehan Zhu, Yan Huang, Xin Wang, Shouling Ji, Jinming Xu:
Dyn-D2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee. CoRR abs/2505.06651 (2025) - [i117]Ping He, Yuhao Mao, Changjiang Li, Lorenzo Cavallaro, Ting Wang, Shouling Ji:
On the Security Risks of ML-based Malware Detection Systems: A Survey. CoRR abs/2505.10903 (2025) - [i116]Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Qingming Li, Shouling Ji:
Poison in the Well: Feature Embedding Disruption in Backdoor Attacks. CoRR abs/2505.19821 (2025) - [i115]Han Bao, Qinying Wang, Zhi Chen, Qingming Li, Xuhong Zhang, Changjiang Li, Zonghui Wang, Shouling Ji, Wenzhi Chen:
VModA: An Effective Framework for Adaptive NSFW Image Moderation. CoRR abs/2505.23386 (2025) - 2024
- [i114]Zhenqing Qu, Xiang Ling, Ting Wang, Xiang Chen, Shouling Ji, Chunming Wu:
AdvSQLi: Generating Adversarial SQL Injections against Real-world WAF-as-a-service. CoRR abs/2401.02615 (2024) - [i113]Mengyao Du, Miao Zhang, Yuwen Pu, Kai Xu, Shouling Ji, Quanjun Yin:
The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustness. CoRR abs/2401.14027 (2024) - [i112]Oubo Ma, Yuwen Pu, Linkang Du, Yang Dai, Ruo Wang, Xiaolei Liu, Yingcai Wu, Shouling Ji:
SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems. CoRR abs/2402.03741 (2024) - [i111]Yong Yang, Xuhong Zhang, Yi Jiang, Xi Chen, Haoyu Wang, Shouling Ji, Zonghui Wang:
PRSA: Prompt Reverse Stealing Attacks against Large Language Models. CoRR abs/2402.19200 (2024) - [i110]Zhenyuan Li, Yangyang Wei, Xiangmin Shen, Lingzhi Wang, Yan Chen, Haitao Xu, Shouling Ji, Fan Zhang:
TAGS: Real-time Intrusion Detection with Tag-Propagation-based Provenance Graph Alignment on Streaming Events. CoRR abs/2403.12541 (2024) - [i109]Zhe Ma, Xuhong Zhang, Qingming Li, Tianyu Du, Wenzhi Chen, Zonghui Wang, Shouling Ji:
Could It Be Generated? Towards Practical Analysis of Memorization in Text-To-Image Diffusion Models. CoRR abs/2405.05846 (2024) - [i108]Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Shengchao Hu, Mengzhu Wang, Shouling Ji, Jincai Huang, Li Shen:
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? CoRR abs/2405.12094 (2024) - [i107]Yuwen Pu, Jiahao Chen, Chunyi Zhou, Zhou Feng, Qingming Li, Chunqiang Hu, Shouling Ji:
How to Train a Backdoor-Robust Model on a Poisoned Dataset without Auxiliary Data? CoRR abs/2405.12719 (2024) - [i106]Yuwen Pu, Zhuoyuan Ding, Jiahao Chen, Chunyi Zhou, Qingming Li, Chunqiang Hu, Shouling Ji:
A Stealthy Backdoor Attack for Without-Label-Sharing Split Learning. CoRR abs/2405.12751 (2024) - [i105]Jiahao Chen, Zhiqiang Shen, Yuwen Pu, Chunyi Zhou, Changjiang Li, Ting Wang, Shouling Ji:
Rethinking the Vulnerabilities of Face Recognition Systems:From a Practical Perspective. CoRR abs/2405.12786 (2024) - [i104]Qingming Li, Juzheng Miao, Puning Zhao, Li Zhou, Shouling Ji, Bowen Zhou, Furui Liu:
Emulating Full Client Participation: A Long-Term Client Selection Strategy for Federated Learning. CoRR abs/2405.13584 (2024) - [i103]Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang:
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting. CoRR abs/2405.16133 (2024) - [i102]Changjiang Li, Ren Pang, Bochuan Cao, Jinghui Chen, Fenglong Ma, Shouling Ji, Ting Wang:
Watch the Watcher! Backdoor Attacks on Security-Enhancing Diffusion Models. CoRR abs/2406.09669 (2024) - [i101]Tong Ye, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang:
Iterative or Innovative? A Problem-Oriented Perspective for Code Optimization. CoRR abs/2406.11935 (2024) - [i100]Xiang Ling, Zhiyu Wu, Bin Wang, Wei Deng, Jingzheng Wu, Shouling Ji, Tianyue Luo, Yanjun Wu:
A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild. CoRR abs/2407.02886 (2024) - [i99]Yifan Xia, Zichen Xie, Peiyu Liu, Kangjie Lu, Yan Liu, Wenhai Wang, Shouling Ji:
Exploring Automatic Cryptographic API Misuse Detection in the Era of LLMs. CoRR abs/2407.16576 (2024) - [i98]Jiahao Chen, Zhou Feng, Rui Zeng, Yuwen Pu, Chunyi Zhou, Yi Jiang, Yuyou Gan, Jinbao Li, Shouling Ji:
Enhancing Adversarial Transferability with Adversarial Weight Tuning. CoRR abs/2408.09469 (2024) - [i97]Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji:
CAMH: Advancing Model Hijacking Attack in Machine Learning. CoRR abs/2408.13741 (2024) - [i96]Rui Zeng, Xi Chen, Yuwen Pu, Xuhong Zhang, Tianyu Du, Shouling Ji:
CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models. CoRR abs/2409.01193 (2024) - [i95]Yuwei Li, Yuan Chen, Shouling Ji, Xuhong Zhang, Guanglu Yan, Alex X. Liu, Chunming Wu, Zulie Pan, Peng Lin:
G-Fuzz: A Directed Fuzzing Framework for gVisor. CoRR abs/2409.13139 (2024) - [i94]Jiale Zhang, Chengcheng Zhu, Bosen Rao, Hao Sui, Xiaobing Sun, Bing Chen, Chunyi Zhou, Shouling Ji:
"No Matter What You Do!": Mitigating Backdoor Attacks in Graph Neural Networks. CoRR abs/2410.01272 (2024) - [i93]Lirong Fu, Peiyu Liu, Wenlong Meng, Kangjie Lu, Shize Zhou, Xuhong Zhang, Wenzhi Chen, Shouling Ji:
Understanding the AI-powered Binary Code Similarity Detection. CoRR abs/2410.07537 (2024) - [i92]Boyu Chang, Binbin Zhao, Qiao Zhang, Peiyu Liu, Yuan Tian, Raheem Beyah, Shouling Ji:
FirmRCA: Towards Post-Fuzzing Analysis on ARM Embedded Firmware with Efficient Event-based Fault Localization. CoRR abs/2410.18483 (2024) - [i91]Yuyou Gan, Yong Yang, Zhe Ma, Ping He, Rui Zeng, Yiming Wang, Qingming Li, Chunyi Zhou, Songze Li, Ting Wang, Yunjun Gao, Yingcai Wu, Shouling Ji:
Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents. CoRR abs/2411.09523 (2024) - [i90]Zhenyu Wen, Wanglei Feng, Di Wu, Haozhen Hu, Chang Xu, Bin Qian, Zhen Hong, Cong Wang, Shouling Ji:
FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning. CoRR abs/2411.11713 (2024) - [i89]Jiacheng Liang, Zian Wang, Lauren Hong, Shouling Ji, Ting Wang:
WaterPark: A Robustness Assessment of Language Model Watermarking. CoRR abs/2411.13425 (2024) - [i88]Yiming Wang, Jiahao Chen, Qingming Li, Xing Yang, Shouling Ji:
AEIOU: A Unified Defense Framework against NSFW Prompts in Text-to-Image Models. CoRR abs/2412.18123 (2024) - 2023
- [i87]Lujia Shen, Xuhong Zhang, Shouling Ji, Yuwen Pu, Chunpeng Ge, Xing Yang, Yanghe Feng:
TextDefense: Adversarial Text Detection based on Word Importance Entropy. CoRR abs/2302.05892 (2023) - [i86]Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin:
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases. CoRR abs/2302.14500 (2023) - [i85]Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Raheem Beyah:
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. CoRR abs/2303.02545 (2023) - [i84]Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji:
Edge Deep Learning Model Protection via Neuron Authorization. CoRR abs/2303.12397 (2023) - [i83]Yuxuan Duan, Xuhong Zhang, Chuer Yu, Zonghui Wang, Shouling Ji, Wenzhi Chen:
Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models. CoRR abs/2303.13131 (2023) - [i82]Chuer Yu, Xuhong Zhang, Yuxuan Duan, Senbo Yan, Zonghui Wang, Yang Xiang, Shouling Ji, Wenzhi Chen:
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection. CoRR abs/2303.18174 (2023) - [i81]Yunruo Zhang, Tianyu Du, Shouling Ji, Peng Tang, Shanqing Guo:
RNN-Guard: Certified Robustness Against Multi-frame Attacks for Recurrent Neural Networks. CoRR abs/2304.07980 (2023) - [i80]Yuchen Sun, Tianpeng Liu, Panhe Hu, Qing Liao, Shouling Ji, Nenghai Yu, Deke Guo, Li Liu:
Deep Intellectual Property: A Survey. CoRR abs/2304.14613 (2023) - [i79]Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Xiapu Luo, Xusheng Xiao, Fenglong Ma, Ting Wang:
On the Security Risks of Knowledge Graph Reasoning. CoRR abs/2305.02383 (2023) - [i78]Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Wenhai Wang, Shouling Ji:
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization. CoRR abs/2305.11074 (2023) - [i77]Binbin Zhao, Shouling Ji, Xuhong Zhang, Yuan Tian, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah:
UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware. CoRR abs/2306.11206 (2023) - [i76]Ping He, Yifan Xia, Xuhong Zhang, Shouling Ji:
Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting. CoRR abs/2309.01866 (2023) - [i75]Linkang Du, Min Chen, Mingyang Sun, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang:
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning. CoRR abs/2309.03081 (2023) - [i74]Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Jinghui Chen, Fenglong Ma, Ting Wang:
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks. CoRR abs/2309.13256 (2023) - [i73]Qinying Wang, Boyu Chang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Gaoning Pan, Chenyang Lyu, Mathias Payer, Wenhai Wang, Raheem Beyah:
SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices. CoRR abs/2309.14742 (2023) - [i72]Yaguan Qian, Chenyu Zhao, Zhaoquan Gu, Bin Wang, Shouling Ji, Wei Wang, Boyang Zhou, Pan Zhou:
F2AT: Feature-Focusing Adversarial Training via Disentanglement of Natural and Perturbed Patterns. CoRR abs/2310.14561 (2023) - [i71]Yuwen Pu, Jiahao Chen, Jiayu Pan, Hao Li, Diqun Yan, Xuhong Zhang, Shouling Ji:
Facial Data Minimization: Shallow Model as Your Privacy Filter. CoRR abs/2310.15590 (2023) - [i70]Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang:
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code. CoRR abs/2310.16853 (2023) - [i69]Yifan Xia, Ping He, Xuhong Zhang, Peiyu Liu, Shouling Ji, Wenhai Wang:
Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection. CoRR abs/2310.17304 (2023) - [i68]Peiyu Liu, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang:
How ChatGPT is Solving Vulnerability Management Problem. CoRR abs/2311.06530 (2023) - [i67]Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji:
AdaCCD: Adaptive Semantic Contrasts Discovery based Cross Lingual Adaptation for Code Clone Detection. CoRR abs/2311.07277 (2023) - [i66]Lujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang, Chunpeng Ge, Ting Wang:
Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention. CoRR abs/2311.17400 (2023) - [i65]Changjiang Li, Ren Pang, Bochuan Cao, Zhaohan Xi, Jinghui Chen, Shouling Ji, Ting Wang:
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks. CoRR abs/2312.09057 (2023) - [i64]Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang:
Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval. CoRR abs/2312.09716 (2023) - [i63]Zeyu Li, Chenghui Shi, Yuwen Pu, Xuhong Zhang, Yu Li, Jinbao Li, Shouling Ji:
MEAOD: Model Extraction Attack against Object Detectors. CoRR abs/2312.14677 (2023) - 2022
- [i62]Changjiang Li, Li Wang, Shouling Ji, Xuhong Zhang, Zhaohan Xi, Shanqing Guo, Ting Wang:
Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era. CoRR abs/2202.10673 (2022) - [i61]Sihao Hu, Yi Cao, Yu Gong, Zhao Li, Yazheng Yang, Qingwen Liu, Wengwu Ou, Shouling Ji:
GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction. CoRR abs/2202.11525 (2022) - [i60]Dayong Ye, Huiqiang Chen, Shuai Zhou, Tianqing Zhu, Wanlei Zhou, Shouling Ji:
Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It. CoRR abs/2203.06570 (2022) - [i59]Yuhao Mao, Chong Fu, Saizhuo Wang, Shouling Ji, Xuhong Zhang, Zhenguang Liu, Jun Zhou, Alex X. Liu, Raheem Beyah, Ting Wang:
Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings. CoRR abs/2204.04063 (2022) - [i58]Yangkai Du, Tengfei Ma, Lingfei Wu, Yiming Wu, Xuhong Zhang, Bo Long, Shouling Ji:
Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning. CoRR abs/2205.10511 (2022) - [i57]Xiangshan Gao, Xingjun Ma, Jingyi Wang, Youcheng Sun, Bo Li, Shouling Ji, Peng Cheng, Jiming Chen:
VeriFi: Towards Verifiable Federated Unlearning. CoRR abs/2205.12709 (2022) - [i56]Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah:
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. CoRR abs/2208.08751 (2022) - [i55]Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang:
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. CoRR abs/2209.01782 (2022) - [i54]Zhaohan Xi, Ren Pang, Changjiang Li, Tianyu Du, Shouling Ji, Fenglong Ma, Ting Wang:
Reasoning over Multi-view Knowledge Graphs. CoRR abs/2209.13702 (2022) - [i53]Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang:
Demystifying Self-supervised Trojan Attacks. CoRR abs/2210.07346 (2022) - [i52]Ren Pang, Changjiang Li, Zhaohan Xi, Shouling Ji, Ting Wang:
The Dark Side of AutoML: Towards Architectural Backdoor Search. CoRR abs/2210.12179 (2022) - [i51]Pengyu Qiu, Xuhong Zhang, Shouling Ji, Changjiang Li, Yuwen Pu, Xing Yang, Ting Wang:
Hijack Vertical Federated Learning Models with Adversarial Embedding. CoRR abs/2212.00322 (2022) - [i50]Pengyu Qiu, Xuhong Zhang, Shouling Ji, Yuwen Pu, Ting Wang:
All You Need Is Hashing: Defending Against Data Reconstruction Attack in Vertical Federated Learning. CoRR abs/2212.00325 (2022) - [i49]Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah:
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware. CoRR abs/2212.13716 (2022) - [i48]Rongkuan Ma, Qiang Wei, Jingyi Wang, Shunkai Zhu, Shouling Ji, Peng Cheng, Yan Jia, Qingxian Wang:
Towards Comprehensively Understanding the Run-time Security of Programmable Logic Controllers: A 3-year Empirical Study. CoRR abs/2212.14296 (2022) - 2021
- [i47]Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang:
i-Algebra: Towards Interactive Interpretability of Deep Neural Networks. CoRR abs/2101.09301 (2021) - [i46]Qi Zheng, Jianfeng Dong, Xiaoye Qu, Xun Yang, Shouling Ji, Xun Wang:
Progressive Localization Networks for Language-based Moment Localization. CoRR abs/2102.01282 (2021) - [i45]Zhe Ma, Fenghao Liu, Jianfeng Dong, Xiaoye Qu, Yuan He, Shouling Ji:
Hierarchical Similarity Learning for Language-based Product Image Retrieval. CoRR abs/2102.09375 (2021) - [i44]Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji:
Enhancing Model Robustness By Incorporating Adversarial Knowledge Into Semantic Representation. CoRR abs/2102.11584 (2021) - [i43]Zhenguang Liu, Haoming Chen, Runyang Feng, Shuang Wu, Shouling Ji, Bailin Yang, Xun Wang:
Deep Dual Consecutive Network for Human Pose Estimation. CoRR abs/2103.07254 (2021) - [i42]Zhenguang Liu, Kedi Lyu, Shuang Wu, Haipeng Chen, Yanbin Hao, Shouling Ji:
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction. CoRR abs/2103.09755 (2021) - [i41]Rui Wang, Zhihua Wei, Shouling Ji, Zhen Hong:
EfficientTDNN: Efficient Architecture Search for Speaker Recognition in the Wild. CoRR abs/2103.13581 (2021) - [i40]Jianfeng Dong, Zhe Ma, Xiaofeng Mao, Xun Yang, Yuan He, Richang Hong, Shouling Ji:
Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning. CoRR abs/2104.02429 (2021) - [i39]Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji:
Constructing Contrastive samples via Summarization for Text Classification with limited annotations. CoRR abs/2104.05094 (2021) - [i38]Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji:
Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion. CoRR abs/2106.09282 (2021) - [i37]Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang:
GGT: Graph-Guided Testing for Adversarial Sample Detection of Deep Neural Network. CoRR abs/2107.07043 (2021) - [i36]Ren Pang, Zhaohan Xi, Shouling Ji, Xiapu Luo, Ting Wang:
On the Security Risks of AutoML. CoRR abs/2110.06018 (2021) - [i35]Linkang Du, Zhikun Zhang, Shaojie Bai, Changchang Liu, Shouling Ji, Peng Cheng, Jiming Chen:
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy. CoRR abs/2110.07505 (2021) - [i34]Zhaohan Xi, Ren Pang, Changjiang Li, Shouling Ji, Xiapu Luo, Xusheng Xiao, Ting Wang:
Towards Robust Reasoning over Knowledge Graphs. CoRR abs/2110.14693 (2021) - [i33]Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang:
Backdoor Pre-trained Models Can Transfer to All. CoRR abs/2111.00197 (2021) - [i32]Jialuo Chen, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li, Dawn Song:
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. CoRR abs/2112.05588 (2021) - [i31]Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, Yanjun Wu:
Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art. CoRR abs/2112.12310 (2021) - [i30]Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen:
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. CoRR abs/2112.13214 (2021) - [i29]Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng:
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. CoRR abs/2112.15012 (2021) - 2020
- [i28]Zhe Ma, Jianfeng Dong, Yao Zhang, Zhongzi Long, Yuan He, Hui Xue, Shouling Ji:
Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network. CoRR abs/2002.02814 (2020) - [i27]Ren Pang, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang:
AdvMind: Inferring Adversary Intent of Black-Box Attacks. CoRR abs/2006.09539 (2020) - [i26]Zhaohan Xi, Ren Pang, Shouling Ji, Ting Wang:
Graph Backdoor. CoRR abs/2006.11890 (2020) - [i25]Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji:
Hierarchical Graph Matching Networks for Deep Graph Similarity Learning. CoRR abs/2007.04395 (2020) - [i24]Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji:
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning. CoRR abs/2010.01781 (2020) - [i23]Yuwei Li, Shouling Ji, Yuan Chen, Sizhuang Liang, Wei-Han Lee, Yueyao Chen, Chenyang Lyu, Chunming Wu, Raheem Beyah, Peng Cheng, Kangjie Lu, Ting Wang:
UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers. CoRR abs/2010.01785 (2020) - [i22]Xiang Ling, Lingfei Wu, Saizhuo Wang, Gaoning Pan, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji:
Deep Graph Matching and Searching for Semantic Code Retrieval. CoRR abs/2010.12908 (2020) - [i21]Hanlu Wu, Tengfei Ma, Lingfei Wu, Shouling Ji:
Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing. CoRR abs/2010.13080 (2020) - [i20]Haiqin Weng, Juntao Zhang, Feng Xue, Tao Wei, Shouling Ji, Zhiyuan Zong:
Privacy Leakage of Real-World Vertical Federated Learning. CoRR abs/2011.09290 (2020) - [i19]Ren Pang, Zheng Zhang, Xiangshan Gao, Zhaohan Xi, Shouling Ji, Peng Cheng, Ting Wang:
TROJANZOO: Everything you ever wanted to know about neural backdoors (but were afraid to ask). CoRR abs/2012.09302 (2020) - 2019
- [i18]Chenghui Shi, Xiaogang Xu, Shouling Ji, Kai Bu, Jianhai Chen, Raheem A. Beyah, Ting Wang:
Adversarial CAPTCHAs. CoRR abs/1901.01107 (2019) - [i17]Yuwei Li, Shouling Ji, Chenyang Lv, Yuan Chen, Jianhai Chen, Qinchen Gu, Chunming Wu:
V-Fuzz: Vulnerability-Oriented Evolutionary Fuzzing. CoRR abs/1901.01142 (2019) - [i16]Xurong Li, Shouling Ji, Meng Han, Juntao Ji, Zhenyu Ren, Yushan Liu, Chunming Wu:
Adversarial Examples versus Cloud-based Detectors: A Black-box Empirical Study. CoRR abs/1901.01223 (2019) - [i15]Jianhai Chen, Deshi Ye, Shouling Ji, Qinming He, Yang Xiang, Zhenguang Liu:
A Truthful FPTAS Mechanism for Emergency Demand Response in Colocation Data Centers. CoRR abs/1901.02978 (2019) - [i14]Shouling Ji, Haiqin Weng, Yiming Wu, Pan Zhou, Qinming He, Raheem Beyah, Ting Wang:
FDI: Quantifying Feature-based Data Inferability. CoRR abs/1902.00714 (2019) - [i13]Shouling Ji, Qinchen Gu, Haiqin Weng, Qianjun Liu, Pan Zhou, Qinming He, Raheem Beyah, Ting Wang:
De-Health: All Your Online Health Information Are Belong to Us. CoRR abs/1902.00717 (2019) - [i12]Zhikang Zou, Yu Cheng, Xiaoye Qu, Shouling Ji, Xiaoxiao Guo, Pan Zhou:
Attend To Count: Crowd Counting with Adaptive Capacity Multi-scale CNNs. CoRR abs/1908.02797 (2019) - [i11]Ren Pang, Xinyang Zhang, Shouling Ji, Yevgeniy Vorobeychik, Xiapu Luo, Ting Wang:
The Tale of Evil Twins: Adversarial Inputs versus Backdoored Models. CoRR abs/1911.01559 (2019) - [i10]Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal:
Efficient Global String Kernel with Random Features: Beyond Counting Substructures. CoRR abs/1911.11121 (2019) - 2018
- [i9]Xinyang Zhang, Shouling Ji, Ting Wang:
Differentially Private Releasing via Deep Generative Model. CoRR abs/1801.01594 (2018) - [i8]Wei-Han Lee, Changchang Liu, Shouling Ji, Prateek Mittal, Ruby B. Lee:
Blind De-anonymization Attacks using Social Networks. CoRR abs/1801.05534 (2018) - [i7]Chenyang Lv, Shouling Ji, Yuwei Li, Junfeng Zhou, Jianhai Chen, Pan Zhou, Jing Chen:
SmartSeed: Smart Seed Generation for Efficient Fuzzing. CoRR abs/1807.02606 (2018) - [i6]Chang-Ting Lin, Ning Ma, Xun Wang, Zhenguang Liu, Jianhai Chen, Shouling Ji:
Rapido: A Layer2 Payment System for Decentralized Currencies. CoRR abs/1808.01561 (2018) - [i5]Jianfeng Dong, Xirong Li, Chaoxi Xu, Shouling Ji, Xun Wang:
Dual Dense Encoding for Zero-Example Video Retrieval. CoRR abs/1809.06181 (2018) - [i4]Yujie Ji, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang:
Model-Reuse Attacks on Deep Learning Systems. CoRR abs/1812.00483 (2018) - [i3]Xinyang Zhang, Ningfei Wang, Shouling Ji, Hua Shen, Ting Wang:
Interpretable Deep Learning under Fire. CoRR abs/1812.00891 (2018) - [i2]Jinfeng Li, Shouling Ji, Tianyu Du, Bo Li, Ting Wang:
TextBugger: Generating Adversarial Text Against Real-world Applications. CoRR abs/1812.05271 (2018) - 2017
- [i1]Wei-Han Lee, Changchang Liu, Shouling Ji, Prateek Mittal, Ruby B. Lee:
Quantification of De-anonymization Risks in Social Networks. CoRR abs/1703.04873 (2017)
Coauthor Index
[j101] [j99] [j79] [j73] [j71] [j70] [j69] [j67] [j65] [j55] [j40] [j36] [j33] [j32] [j28] [j27] [j26] [j25] [j23] [j22] [j21] [j20] [j18] [j17] [j13] [j8] [j4] [c160] [c144] [c128] [c126] [c118] [c117] [c116] [c114] [c107] [c92] [c89] [c88] [c84] [c83] [c79] [c78] [c59] [c56] [c52] [c39] [c38] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c21] [c19] [c18] [c17] [c13] [c8] [c6] [d1] [i121] [i92] [i85] [i77] [i73] [i59] [i56] [i49] [i23] [i18] [i14] [i13]
[j103] [j94] [j91] [j90] [j79] [j78] [j74] [j73] [j70] [j65] [j58] [j48] [j44] [j40] [j33] [c147] [c141] [c133] [c132] [c131] [c129] [c125] [c124] [c121] [c114] [c113] [c112] [c111] [c109] [c107] [c102] [c99] [c90] [c89] [c85] [c84] [c83] [c78] [c77] [c74] [c72] [c66] [c61] [c60] [c57] [c56] [c55] [c52] [c45] [c34] [c31] [i117] [i114] [i105] [i102] [i91] [i89] [i86] [i79] [i74] [i66] [i65] [i62] [i59] [i55] [i54] [i53] [i52] [i51] [i50] [i47] [i36] [i34] [i33] [i27] [i26] [i23] [i19] [i18] [i14] [i13] [i11] [i9] [i4] [i3] [i2]
JingZheng Wu
aka: Jingzheng Wu
aka: Jingzheng Wu
[j107] [j103] [j100] [j99] [j97] [j96] [j95] [j94] [j90] [j86] [j85] [j83] [j79] [j78] [j64] [j29] [j24] [c169] [c162] [c158] [c156] [c152] [c151] [c149] [c147] [c146] [c144] [c142] [c138] [c137] [c135] [c134] [c130] [c128] [c126] [c125] [c124] [c120] [c118] [c117] [c116] [c114] [c113] [c112] [c106] [c103] [c102] [c100] [c95] [c92] [c88] [c79] [i122] [i115] [i111] [i109] [i103] [i101] [i96] [i95] [i93] [i87] [i86] [i85] [i84] [i83] [i82] [i78] [i77] [i76] [i73] [i71] [i70] [i69] [i68] [i67] [i66] [i64] [i63] [i62] [i59] [i58] [i56] [i55] [i51] [i50] [i49] [i39] [i33] [i30]
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