Heterosag: Secure aggregation with heterogeneous quantization in federated learning AR Elkordy, AS Avestimehr IEEE Transactions on Communications 70 (4), 2372-2386, 2022 | 53 | 2022 |
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 | 31 | 2022 |
Secure aggregation with heterogeneous quantization in federated learning AR Elkordy, AS Avestimehr arXiv preprint arXiv:2009.14388, 2020 | 24 | 2020 |
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 | 18 | 2022 |
Federated analytics: A survey AR Elkordy, YH Ezzeldin, S Han, S Sharma, C He, S Mehrotra, ... APSIPA Transactions on Signal and Information Processing 12 (1), 2023 | 17 | 2023 |
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 | 15 | 2023 |
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 |
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, 2023 | 12 | 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 | 11 | 2023 |
Compressed coded distributed computing AR Elkordy, S Li, MA Maddah-Ali, AS Avestimehr IEEE Transactions on Communications 69 (5), 2773-2783, 2021 | 11 | 2021 |
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), 30-30, 2023 | 9 | 2023 |
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 |
Federated K-private set intersection AR Elkordy, YH Ezzeldin, S Avestimehr Proceedings of the 31st ACM International Conference on Information …, 2022 | 4 | 2022 |
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 |
Differentially Private Federated Learning without Noise Addition: When is it Possible? J Zhang, YH Ezzeldin, AR Elkordy, K Psounis, S Avestimehr arXiv preprint arXiv:2405.04551, 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 |
Degrees of freedom region of device-relaying cellular network A Roushdy, A El-Keyi, M Nafie 2018 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2018 | | 2018 |
Cache-Aided Radio Access Networks with Partial Connectivity. A Roushdy, AS Motahari, M Nafie, D Gündüz CoRR, 2018 | | 2018 |