| DIAVA: a traffic-based framework for detection of SQL injection attacks and vulnerability analysis of leaked data H Gu, J Zhang, T Liu, M Hu, J Zhou, T Wei, M Chen IEEE Transactions on Reliability 69 (1), 188-202, 2019 | 75 | 2019 |
| Efficient federated learning for cloud-based AIoT applications X Zhang, M Hu, J Xia, T Wei, M Chen, S Hu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 71 | 2020 |
| Jailguard: A universal detection framework for llm prompt-based attacks X Zhang, C Zhang, T Li, Y Huang, X Jia, M Hu, J Zhang, Y Liu, S Ma, ... arXiv preprint arXiv:2312.10766, 2023 | 46* | 2023 |
| Personalization as a shortcut for few-shot backdoor attack against text-to-image diffusion models Y Huang, F Juefei-Xu, Q Guo, J Zhang, Y Wu, M Hu, T Li, G Pu, Y Liu Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21169 …, 2024 | 37* | 2024 |
| AIoTML: A Unified Modeling Language for AIoT-Based Cyber-Physical Systems M Hu, E Cao, H Huang, M Zhang, X Chen, M Chen IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2023 | 22 | 2023 |
| Towards interpretable federated learning A Li, R Liu, M Hu, LA Tuan, H Yu arXiv preprint arXiv:2302.13473, 2023 | 21 | 2023 |
| GitFL: Uncertainty-aware real-time asynchronous federated learning using version control M Hu, Z Xia, D Yan, Z Yue, J Xia, Y Huang, Y Liu, M Chen 2023 IEEE Real-Time Systems Symposium (RTSS), 145-157, 2023 | 20 | 2023 |
| FedCross: Towards accurate federated learning via multi-model cross-aggregation M Hu, P Zhou, Z Yue, Z Ling, Y Huang, A Li, Y Liu, X Lian, M Chen 2024 IEEE 40th International Conference on Data Engineering (ICDE), 2137-2150, 2024 | 16 | 2024 |
| FedMut: Generalized federated learning via stochastic mutation M Hu, Y Cao, A Li, Z Li, C Liu, T Li, M Chen, Y Liu Proceedings of the AAAI Conference on Artificial Intelligence 38 (11), 12528 …, 2024 | 16 | 2024 |
| Quantitative timing analysis for cyber-physical systems using uncertainty-aware scenario-based specifications M Hu, W Duan, M Zhang, T Wei, M Chen IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 14 | 2020 |
| 云计算系统可靠性研究综述 段文雪， 胡铭， 周琼， 吴庭明， 周俊龙， 刘晓， 魏同权， 陈铭松 计算机研究与发展 57 (1), 102-123, 2020 | 14* | 2020 |
| Fedentropy: Efficient device grouping for federated learning using maximum entropy judgment Z Ling, Z Yue, J Xia, M Hu, T Wang, M Chen arXiv preprint arXiv:2205.12038, 2022 | 12 | 2022 |
| AdaptiveFL: Adaptive heterogeneous federated learning for resource-constrained AIoT systems C Jia, M Hu, Z Chen, Y Yang, X Xie, Y Liu, M Chen Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024 | 10 | 2024 |
| Is aggregation the only choice? federated learning via layer-wise model recombination M Hu, Z Yue, X Xie, C Chen, Y Huang, X Wei, X Lian, Y Liu, M Chen Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 9* | 2024 |
| Static Application Security Testing (SAST) Tools for Smart Contracts: How Far Are We? K Li, Y Xue, S Chen, H Liu, K Sun, M Hu, H Wang, Y Liu, Y Chen Proceedings of the ACM on Software Engineering 1 (FSE), 1447-1470, 2024 | 9 | 2024 |
| Protect federated learning against backdoor attacks via data-free trigger generation Y Yang, M Hu, Y Cao, J Xia, Y Huang, Y Liu, M Chen arXiv preprint arXiv:2308.11333, 2023 | 8 | 2023 |
| Enumeration and deduction driven co-synthesis of CCSL specifications using reinforcement learning M Hu, J Ding, M Zhang, F Mallet, M Chen 2021 IEEE Real-Time Systems Symposium (RTSS), 227-239, 2021 | 8 | 2021 |
| Model-contrastive learning for backdoor elimination Z Yue, J Xia, Z Ling, M Hu, T Wang, X Wei, M Chen Proceedings of the 31st ACM International Conference on Multimedia, 8869-8880, 2023 | 7* | 2023 |
| Accelerating reinforcement learning-based CCSL specification synthesis using curiosity-driven exploration M Hu, M Zhang, F Mallet, X Fu, M Chen IEEE Transactions on Computers 72 (5), 1431-1446, 2022 | 7 | 2022 |
| AdapterFL: Adaptive heterogeneous federated learning for resource-constrained mobile computing systems R Liu, M Hu, Z Xia, J Xia, P Zhang, Y Huang, Y Liu, M Chen arXiv preprint arXiv:2311.14037, 2023 | 6 | 2023 |
Mingsong ChenSoftware Engineering Institute, East China Normal UniversityPotvrđena adresa e-pošte na sei.ecnu.edu.cn