| 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 | 47 | 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 | 27 | 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 | 22 | 2020 |
| 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 | 9 | 2019 |
| {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 | 6 | 2023 |
| 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 | 3 | 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 | 3 | 2023 |
| 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 | 1 | 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 |
| 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 | | 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 arXiv preprint arXiv:2402.03741, 2024 | | 2024 |
