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Ahmed R. Elkordy
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Heterosag: Secure aggregation with heterogeneous quantization in federated learning
AR Elkordy, AS Avestimehr
IEEE Transactions on Communications 70 (4), 2372-2386, 2022
472022
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
262022
Secure aggregation with heterogeneous quantization in federated learning
AR Elkordy, AS Avestimehr
arXiv preprint arXiv:2009.14388, 2020
242020
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
142022
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
132018
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
122023
Compressed coded distributed computing
AR Elkordy, S Li, MA Maddah-Ali, AS Avestimehr
IEEE Transactions on Communications 69 (5), 2773-2783, 2021
112021
Secure aggregation in federated learning is not private: Leaking user data at large scale through model modification
JC Zhao, A Sharma, A Roushdy Elkordy, YH Ezzeldin, S Avestimehr, ...
arXiv e-prints, arXiv: 2303.12233, 2023
82023
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
62023
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
52023
Cache-aided combination networks with interference
AR Elkordy, AS Motahari, M Nafie, D Gündüz
IEEE Transactions on Wireless Communications 19 (1), 148-161, 2019
52019
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
32023
Federated K-private set intersection
AR Elkordy, YH Ezzeldin, S Avestimehr
Proceedings of the 31st ACM International Conference on Information …, 2022
32022
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
12022
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
Secure Federated Analytics for Set Intersection
A Elkordy, YH Ezzeldin, S Avestimehr
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Articles 1–20