Ahmed Roushdy Elkordy

According to our database, Ahmed Roushdy Elkordy authored at least 15 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Loki: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation.

Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi

Proceedings of the IEEE Symposium on Security and Privacy, 2024

2023

How Much Privacy Does Federated Learning with Secure Aggregation Guarantee?

Ahmed Roushdy Elkordy, Jiang Zhang, Yahya H. Ezzeldin, Konstantinos Psounis, Salman Avestimehr

Proc. Priv. Enhancing Technol., January, 2023

SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models.

Sara Babakniya, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Qingfeng Liu, Kee-Bong Song, Mostafa El-Khamy, Salman Avestimehr

CoRR, 2023

Secure Aggregation in Federated Learning is not Private: Leaking User Data at Large Scale through Model Modification.

Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi

CoRR, 2023

Federated Analytics: A survey.

Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Shanshan Han, Shantanu Sharma, Chaoyang He, Sharad Mehrotra, Salman Avestimehr

CoRR, 2023

The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning.

Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

HeteroSAg: Secure Aggregation With Heterogeneous Quantization in Federated Learning.

Ahmed Roushdy Elkordy, Amir Salman Avestimehr

IEEE Trans. Commun., 2022

Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training.

Ahmed Roushdy Elkordy, Saurav Prakash, Salman Avestimehr

IEEE J. Sel. Areas Commun., 2022

Federated K-Private Set Intersection.

Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Compressed Coded Distributed Computing.

Ahmed Roushdy Elkordy, Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr

IEEE Trans. Commun., 2021

2020

Cache-Aided Combination Networks With Interference.

Ahmed Roushdy Elkordy, Abolfazl Seyed Motahari, Mohammed Nafie, Deniz Gündüz

IEEE Trans. Wirel. Commun., 2020

Secure Aggregation with Heterogeneous Quantization in Federated Learning.

Ahmed Roushdy Elkordy, Amir Salman Avestimehr

CoRR, 2020

2018

Cache-Aided Radio Access Networks with Partial Connectivity.

Ahmed Roushdy, Abolfazl Seyed Motahari, Mohammed Nafie, Deniz Gündüz

CoRR, 2018

Cache-aided fog radio access networks with partial connectivity.

Ahmed Roushdy, Abolfazl Seyed Motahari, Mohammed Nafie, Deniz Gündüz

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Degrees of freedom region of device-relaying cellular network.

Ahmed Roushdy, Amr El-Keyi, Mohammed Nafie

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018