| Privacy-preserving distributed machine learning via local randomization and ADMM perturbation X Wang, H Ishii, L Du, P Cheng, J Chen IEEE Transactions on Signal Processing 68, 4226-4241, 2020 | 60 | 2020 |
| AHEAD: adaptive hierarchical decomposition for range query under local differential privacy L Du, Z Zhang, S Bai, C Liu, S Ji, P Cheng, J Chen Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021 | 34 | 2021 |
| {PLC-Sleuth}: Detecting and Localizing {PLC} Intrusions Using Control Invariants Z Yang, L He, P Cheng, J Chen, DKY Yau, L Du 23rd International Symposium on Research in Attacks, Intrusions and Defenses …, 2020 | 30 | 2020 |
| {PrivGraph}: Differentially Private Graph Data Publication by Exploiting Community Information Q Yuan, Z Zhang, L Du, M Chen, P Cheng, M Sun 32nd USENIX Security Symposium (USENIX Security 23), 3241-3258, 2023 | 15 | 2023 |
| Differential privacy-preserving distributed machine learning X Wang, H Ishii, L Du, P Cheng, J Chen 2019 IEEE 58th Conference on Decision and Control (CDC), 7339-7344, 2019 | 10 | 2019 |
| ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning L Du, M Chen, M Sun, S Ji, P Cheng, J Chen, Z Zhang arXiv preprint arXiv:2309.03081, 2023 | 8 | 2023 |
| Backdoor attacks against deep reinforcement learning based traffic signal control systems H Zhang, J Gu, Z Zhang, L Du, Y Zhang, Y Ren, J Zhang, H Li Peer-to-Peer Networking and Applications 16 (1), 466-474, 2023 | 6 | 2023 |
| Stealthy black-box attack with dynamic threshold against marl-based traffic signal control system Y Ren, H Zhang, L Du, Z Zhang, J Zhang, H Li IEEE Transactions on Industrial Informatics, 2024 | 3 | 2024 |
| WIP: Auditing Artist Style Pirate in Text-to-image Generation Models L Du, Z Zhu, M Chen, S Ji, P Cheng, J Chen, Z Zhang Proceedings of the Network and Distributed System Security Symposium, NDSS, 2024 | 2 | 2024 |
| Large Model Agents: State-of-the-Art, Cooperation Paradigms, Security and Privacy, and Future Trends Y Wang, Y Pan, Q Zhao, Y Deng, Z Su, L Du, TH Luan arXiv preprint arXiv:2409.14457, 2024 | 1 | 2024 |
| UNIDOOR: A Universal Framework for Action-Level Backdoor Attacks in Deep Reinforcement Learning O Ma, L Du, Y Dai, C Zhou, Q Li, Y Pu, S Ji arXiv preprint arXiv:2501.15529, 2025 | | 2025 |
| Movable Antennas Enabled ISAC Systems: Fundamentals, Opportunities, and Future Directions Z Li, J Ba, Z Su, J Huang, H Peng, W Chen, L Du, TH Luan arXiv preprint arXiv:2412.20819, 2024 | | 2024 |
| PSGraph: Differentially Private Streaming Graph Synthesis by Considering Temporal Dynamics Q Yuan, Z Zhang, L Du, M Chen, M Sun, Y Gao, M Backes, S He, J Chen arXiv preprint arXiv:2412.11369, 2024 | | 2024 |
| SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems O Ma, Y Pu, L Du, Y Dai, R Wang, X Liu, Y Wu, S Ji Proceedings of the 2024 on ACM SIGSAC Conference on Computer and …, 2024 | | 2024 |
| SoK: Dataset Copyright Auditing in Machine Learning Systems L Du, X Zhou, M Chen, C Zhang, Z Su, P Cheng, J Chen, Z Zhang arXiv preprint arXiv:2410.16618, 2024 | | 2024 |
| PARL: Poisoning Attacks Against Reinforcement Learning-based Recommender Systems L Du, Q Yuan, M Chen, M Sun, P Cheng, J Chen, Z Zhang Proceedings of the 19th ACM Asia Conference on Computer and Communications …, 2024 | | 2024 |
| VU Research Portal L Du, Q Yuan, M Chen, M Sun, P Cheng, J Chen, Z Zhang | | 2024 |
| ArtistAuditor: Auditing Artist Style Pirate in Text-to-image Generation Models L Du, Z Zhu, M Chen, S Ji, P Cheng, J Chen, Z Zhang THE WEB CONFERENCE 2025, 0 | | |