CPA: Compressed Private Aggregation for Scalable Federated Learning Over Massive Networks

Author:

Lang Natalie1,Sofer Elad1,Shlezinger Nir1,D’Oliveira Rafael G. L.2,El Rouayheb Salim3

Affiliation:

1. Ben-Gurion University of the Negev,School of ECE,Be’er-Sheva,Israel

2. Clemson University,School of Mathematical and Statistical Sciences,SC

3. Rutgers University,Department of ECE,Piscataway,NJ

Funder

National Science Foundation

Publisher

IEEE

Reference26 articles.

1. Communication-efficient learning of deep networks from decentralized data;McMahan,2017

2. Federated Learning: A signal processing perspective

3. Deep Leakage from Gradients

4. iDLG: Improved deep leakage from gradients;Zhao,2020

5. Communication-efficient federated learning

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