Concepedia
Statistics
Publications
8
Citations
331
H-Index
Active since
2020
Affiliations
University of Southern California(Current)
California Southern University
Purdue University West Lafayette
University of California, Los Angeles
Yahya H. Ezzeldin is an author at University of Southern California specializing in computing, computer science, and federated learning.
Publications per year
2020–2024
FairFed: Enabling Group Fairness in Federated Learning
Yahya H. Ezzeldin, Shen Yan, Chaoyang He et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 166 citations · Full text
Computing, Computer Science, Machine Learning +14
How Much Privacy Does Federated Learning with Secure Aggregation Guarantee?
Ahmed Roushdy Elkordy, Jiang Zhang, Yahya H. Ezzeldin et al. · Proceedings on Privacy Enhancing Technologies · 2023 · 35 citations · Full text
Computing, Computer Science, Computer Security +16
Loki: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation
Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy et al. · 2024 · 34 citations
Computing, Computer Science, Cybersecurity +14
Federated Analytics: A Survey
Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Shanshan Han et al. · APSIPA Transactions on Signal and Information Processing · 2023 · 29 citations · Full text
Computing, Information Systems, Information Technology +10
Quantization of Distributed Data for Learning
Osama A. Hanna, Yahya H. Ezzeldin, Christina Fragouli et al. · IEEE Journal on Selected Areas in Information Theory · 2021 · 25 citations
Computing, Communication, Computer Science +17
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