| Loki: Large-scale data reconstruction attack against federated learning through model manipulation JC Zhao, A Sharma, AR Elkordy, YH Ezzeldin, S Avestimehr, S Bagchi 2024 IEEE Symposium on Security and Privacy (SP), 1287-1305, 2024 | 78 | 2024 |
| The federation strikes back: A survey of federated learning privacy attacks, defenses, applications, and policy landscape J Zhao, S Bagchi, S Avestimehr, K Chan, S Chaterji, D Dimitriadis, J Li, ... ACM Computing Surveys 57 (9), 1-37, 2025 | 28 | 2025 |
| The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning JC Zhao, AR Elkordy, A Sharma, YH Ezzeldin, S Avestimehr, S Bagchi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 25 | 2023 |
| Flair: Defense against model poisoning attack in federated learning A Sharma, W Chen, J Zhao, Q Qiu, S Bagchi, S Chaterji Proceedings of the 2023 ACM Asia Conference on Computer and Communications …, 2023 | 23 | 2023 |
| Secure aggregation in federated learning is not private: Leaking user data at large scale through model modification JC Zhao, A Sharma, AR Elkordy, YH Ezzeldin, S Avestimehr, S Bagchi arXiv preprint arXiv:2303.12233 2 (3), 4, 2023 | 23 | 2023 |
| Federated learning privacy: Attacks, defenses, applications, and policy landscape-a survey JC Zhao, S Bagchi, S Avestimehr, KS Chan, S Chaterji, D Dimitriadis, J Li, ... CoRR, 2024 | 18* | 2024 |
| Tesseract: Gradient flip score to secure federated learning against model poisoning attacks A Sharma, W Chen, J Zhao, Q Qiu, S Chaterji, S Bagchi arXiv preprint arXiv:2110.10108, 2021 | 8 | 2021 |
| How to learn collaboratively-federated learning to peer-to-peer learning and what’s at stake A Sharma, JC Zhao, W Chen, Q Qiu, S Bagchi, S Chaterji 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems …, 2023 | 7 | 2023 |
| Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning JC Zhao, A Dabholkar, A Sharma, S Bagchi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 6 | 2024 |
| Thermal management for fpga nodes in hpc systems Y Luo, JC Zhao, A Aggarwal, S Ogrenci-Memik, K Yoshii ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (2 …, 2020 | 5 | 2020 |
| FLAIR: Defense against Model Poisoning Attack in Federated Learning JZQQS Bagchi, A Sharma, W Chen, S Chaterji Proc. of ASIA CCS, 2023 | 2 | 2023 |
| Are Fast Methods Stable in Adversarially Robust Transfer Learning? JC Zhao, S Bagchi arXiv preprint arXiv:2506.22602, 2025 | | 2025 |
| P2PRISM-Peer to peer learning with individual prism for secure aggregation A Sharma, W Chen, JC Zhao, Q Qiu, S Bagchi, S Chaterji | | |
