Ahmed Roushdy Elkordy

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 14

Top Topics

Inductive Inference

Distributed Computing

Top Venues

IEEE Trans. Commun.

IEEE J. Sel. Areas Commun.

Publications

Ahmed Roushdy Elkordy, Jiang Zhang, Yahya H. Ezzeldin, Konstantinos Psounis, Salman Avestimehr
How Much Privacy Does Federated Learning with Secure Aggregation Guarantee? Proc. Priv. Enhancing Technol. 2023 (1) (2023)
Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi
Secure Aggregation in Federated Learning is not Private: Leaking User Data at Large Scale through Model Modification. CoRR (2023)
Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi
The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning. CoRR (2023)
Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Shanshan Han, Shantanu Sharma, Chaoyang He, Sharad Mehrotra, Salman Avestimehr
Federated Analytics: A survey. CoRR (2023)
Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi
The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning. CVPR (2023)
Sara Babakniya, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Qingfeng Liu, Kee-Bong Song, Mostafa El-Khamy, Salman Avestimehr
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models. CoRR (2023)
Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr
Federated K-Private Set Intersection. CIKM (2022)
Ahmed Roushdy Elkordy, Amir Salman Avestimehr
HeteroSAg: Secure Aggregation With Heterogeneous Quantization in Federated Learning. IEEE Trans. Commun. 70 (4) (2022)
Ahmed Roushdy Elkordy, Saurav Prakash, Salman Avestimehr
Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training. IEEE J. Sel. Areas Commun. 40 (9) (2022)
Ahmed Roushdy Elkordy, Jiang Zhang, Yahya H. Ezzeldin, Konstantinos Psounis, Salman Avestimehr
How Much Privacy Does Federated Learning with Secure Aggregation Guarantee? CoRR (2022)
Ahmed Roushdy Elkordy, Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Compressed Coded Distributed Computing. IEEE Trans. Commun. 69 (5) (2021)
Ahmed Roushdy Elkordy, Saurav Prakash, Amir Salman Avestimehr
Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training. CoRR (2021)
Ahmed Roushdy Elkordy, Amir Salman Avestimehr
Secure Aggregation with Heterogeneous Quantization in Federated Learning. CoRR (2020)
Ahmed Roushdy Elkordy, Abolfazl Seyed Motahari, Mohammed Nafie, Deniz Gündüz
Cache-Aided Combination Networks With Interference. IEEE Trans. Wirel. Commun. 19 (1) (2020)