| SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models S Babakniya*, AR Elkordy*, YH Ezzeldin, Q Liu, KB Song, M El-Khamy, ... NeurIPS 2023 Workshop on Federated Learning in the Age of Foundation Models, 2023 | 145 | 2023 |
| HeteroSAg: Secure aggregation with heterogeneous quantization in federated learning AR Elkordy, AS Avestimehr IEEE Transactions on Communications 70 (4), 2372-2386, 2022 | 129* | 2022 |
| 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 | 79 | 2024 |
| How Much Privacy Does Federated Learning with Secure Aggregation Guarantee? AR Elkordy, J Zhang, YH Ezzeldin, K Psounis, S Avestimehr 23rd Privacy Enhancing Technologies Symposium (PETS 2023), 2022 | 59 | 2022 |
| Basil: A fast and byzantine-resilient approach for decentralized training AR Elkordy, S Prakash, S Avestimehr IEEE Journal on Selected Areas in Communications || NeurIPS 2021 Workshop …, 2022 | 33 | 2022 |
| Federated analytics: A survey AR Elkordy, YH Ezzeldin, S Han, S Sharma, C He, S Mehrotra, ... arXiv preprint arXiv:2302.01326, 2023 | 31 | 2023 |
| 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 |
| 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 K-private set intersection AR Elkordy, YH Ezzeldin, S Avestimehr Proceedings of the 31st ACM International Conference on Information …, 2022 | 14 | 2022 |
| Compressed coded distributed computing AR Elkordy, S Li, MA Maddah-Ali, AS Avestimehr IEEE Transactions on Communications 69 (5), 2773-2783, 2021 | 14 | 2021 |
| Cache-aided fog radio access networks with partial connectivity A Roushdy, AS Motahari, M Nafie, D Gündüz 2018 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2018 | 13 | 2018 |
| How much privacy does federated learning with secure aggregation guarantee?(2022) AR Elkordy, J Zhang, YH Ezzeldin, K Psounis, S Avestimehr arXiv preprint arXiv:2208.02304, 2022 | 5 | 2022 |
| Cache-aided combination networks with interference AR Elkordy, AS Motahari, M Nafie, D Gündüz IEEE Transactions on Wireless Communications 19 (1), 148-161, 2019 | 5 | 2019 |
| Differentially private federated learning without noise addition: When is it possible? J Zhang, K Psounis, S Avestimehr arXiv preprint arXiv:2405.04551, 2024 | 1 | 2024 |
| How Much Privacy Does Federated Learning with Secure Aggregation Guarantee? A Roushdy Elkordy, J Zhang, YH Ezzeldin, K Psounis, S Avestimehr arXiv e-prints, arXiv: 2208.02304, 2022 | 1 | 2022 |
| System and method for hardware-aware pruning of conformer networks A ELKORDY, BB MOHAMADABADI, M El-Khamy US Patent App. 18/639,937, 2025 | | 2025 |
| Systems and methods for tuning parameters of a machine learning model for federated learning AR ElKordy, S Babakniya, Q Liu, M El-Khamy, YHE Essa, ... US Patent App. 18/646,660, 2024 | | 2024 |
| Federated Analytics: A survey A Roushdy Elkordy, YH Ezzeldin, S Han, S Sharma, C He, S Mehrotra, ... arXiv e-prints, arXiv: 2302.01326, 2023 | | 2023 |
| Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training A Roushdy Elkordy, S Prakash, A Salman Avestimehr arXiv e-prints, arXiv: 2109.07706, 2021 | | 2021 |
| Secure Aggregation with Heterogeneous Quantization in Federated Learning A Roushdy Elkordy, A Salman Avestimehr arXiv e-prints, arXiv: 2009.14388, 2020 | | 2020 |
Salman AvestimehrDean's Professor and Director of USC-Amazon Center on Trustworthy AI, USCVerified email at usc.edu
