Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees

24 May 2022

Papers citing "Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees"

7 / 7 papers shown

Title
FedSV: Byzantine-Robust Federated Learning via Shapley Value Khaoula Otmani Rachid Elazouzi Vincent Labatut FedML AAML 78 1 0 24 Feb 2025
On the Byzantine-Resilience of Distillation-Based Federated Learning Christophe Roux Max Zimmer S. Pokutta AAML 49 1 0 19 Feb 2024
Harnessing the Power of Federated Learning in Federated Contextual Bandits Chengshuai Shi Ruida Zhou Kun Yang Cong Shen FedML 8 0 0 26 Dec 2023
High Dimensional Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers Puning Zhao Zhiguo Wan OOD FedML 28 4 0 25 Jul 2023
Secure Distributed Optimization Under Gradient Attacks Shuhua Yu S. Kar 14 13 0 28 Oct 2022
Secure Byzantine-Robust Distributed Learning via Clustering R. K. Velicheti Derek Xia Oluwasanmi Koyejo FedML OOD 45 16 0 06 Oct 2021
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 174 1,014 0 29 Nov 2018