| Privacy risks of general-purpose language models X Pan, M Zhang, S Ji, M Yang 2020 IEEE Symposium on Security and Privacy (SP), 1314-1331, 2020 | 168 | 2020 |
| Modeling extreme events in time series prediction D Ding, M Zhang, X Pan, M Yang, X He Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 132 | 2019 |
| Hidden trigger backdoor attack on {NLP} models via linguistic style manipulation X Pan, M Zhang, B Sheng, J Zhu, M Yang 31st USENIX Security Symposium (USENIX Security 22), 3611-3628, 2022 | 53 | 2022 |
| Justinian's {GAAvernor}: Robust Distributed Learning with Gradient Aggregation Agent X Pan, M Zhang, D Wu, Q Xiao, S Ji, M Yang 29th USENIX Security Symposium (USENIX Security 20), 1641-1658, 2020 | 44 | 2020 |
| Exploring the security boundary of data reconstruction via neuron exclusivity analysis X Pan, M Zhang, Y Yan, J Zhu, M Yang 31st USENIX Security Symposium (USENIX Security 22), 3989-4006, 2022 | 39* | 2022 |
| Geographical feature extraction for entities in location-based social networks D Ding, M Zhang, X Pan, D Wu, P Pu Proceedings of the 2018 world wide web conference, 833-842, 2018 | 20 | 2018 |
| Rethinking {White-Box} Watermarks on Deep Learning Models under Neural Structural Obfuscation Y Yan, X Pan, M Zhang, M Yang 32nd USENIX Security Symposium (USENIX Security 23), 2347-2364, 2023 | 11 | 2023 |
| Metav: A meta-verifier approach to task-agnostic model fingerprinting X Pan, Y Yan, M Zhang, M Yang Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 11 | 2022 |
| Enhancing time series predictors with generalized extreme value loss M Zhang, D Ding, X Pan, M Yang IEEE Transactions on Knowledge and Data Engineering 35 (2), 1473-1487, 2021 | 11 | 2021 |
| Cracking White-box DNN Watermarks via Invariant Neuron Transforms X Pan, M Zhang, Y Yan, Y Wang, M Yang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 10 | 2023 |
| Tafa: A task-agnostic fingerprinting algorithm for neural networks X Pan, M Zhang, Y Lu, M Yang Computer Security–ESORICS 2021: 26th European Symposium on Research in …, 2021 | 10 | 2021 |
| Towards backdoor attack on deep learning based time series classification D Ding, M Zhang, Y Huang, X Pan, F Feng, E Jiang, M Yang 2022 IEEE 38th International Conference on Data Engineering (ICDE), 1274-1287, 2022 | 9 | 2022 |
| Understanding the threats of trojaned quantized neural network in model supply chains X Pan, M Zhang, Y Yan, M Yang Proceedings of the 37th Annual Computer Security Applications Conference …, 2021 | 9 | 2021 |
| Theoretical analysis of image-to-image translation with adversarial learning X Pan, M Zhang, D Ding International Conference on Machine Learning, 4006-4015, 2018 | 7 | 2018 |
| A geometrical perspective on image style transfer with adversarial learning X Pan, M Zhang, D Ding, M Yang IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (1), 63-75, 2020 | 6 | 2020 |
| Jade: A linguistics-based safety evaluation platform for llm M Zhang, X Pan, M Yang arXiv preprint arXiv:2311.00286, 2023 | 4 | 2023 |
| A deep learning framework for self-evolving hierarchical community detection D Ding, M Zhang, H Wang, X Pan, M Yang, X He Proceedings of the 30th ACM International Conference on Information …, 2021 | 4 | 2021 |
| Modeling personalized out-of-town distances in location recommendation D Ding, M Zhang, X Pan, M Yang, X He 2020 IEEE International Conference on Data Mining (ICDM), 112-121, 2020 | 4 | 2020 |
| Improving the robustness of wasserstein embedding by adversarial PAC-Bayesian learning D Ding, M Zhang, X Pan, M Yang, X He Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3791-3800, 2020 | 4 | 2020 |
| Anti-FakeU: Defending Shilling Attacks on Graph Neural Network based Recommender Model X You, C Li, D Ding, M Zhang, F Feng, X Pan, M Yang Proceedings of the ACM Web Conference 2023, 938-948, 2023 | 3 | 2023 |
Min Yang (杨珉)Professor, School of Computer Science and Technology, Fudan UniversityVerified email at fudan.edu.cn
