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Secure Aggregation for Buffered Asynchronous Federated Learning


Oct 05, 2021
Jinhyun So, Ramy E. Ali, Başak Güler, A. Salman Avestimehr


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ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems


Sep 20, 2021
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, A. Salman Avestimehr


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Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning


Jul 27, 2021
Tingting Tang, Ramy E. Ali, Hanieh Hashemi, Tynan Gangwani, Salman Avestimehr, Murali Annavaram


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Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning


Jun 07, 2021
Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr


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List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier


Jan 27, 2021
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, A. Salman Avestimehr


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On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks


Nov 11, 2020
Ramy E. Ali, Jinhyun So, A. Salman Avestimehr


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Hierarchical Deep Double Q-Routing


Nov 20, 2019
Ramy E. Ali, Bilgehan Erman, Ejder Baştuğ, Bruce Cilli


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