Secure Distributed Optimization Under Gradient Attacks

28 October 2022

Papers citing "Secure Distributed Optimization Under Gradient Attacks"

9 / 9 papers shown

Title
Nonlinear Stochastic Gradient Descent and Heavy-tailed Noise: A Unified Framework and High-probability Guarantees Aleksandar Armacki Shuhua Yu Pranay Sharma Gauri Joshi Dragana Bajović D. Jakovetić S. Kar 55 2 0 17 Oct 2024
A survey on secure decentralized optimization and learning Changxin Liu Nicola Bastianello Wei Huo Yang Shi Karl H. Johansson 23 1 0 16 Aug 2024
High-probability Convergence Bounds for Nonlinear Stochastic Gradient Descent Under Heavy-tailed Noise Aleksandar Armacki Pranay Sharma Gauri Joshi Dragana Bajović D. Jakovetić S. Kar 12 4 0 28 Oct 2023
Smoothed Gradient Clipping and Error Feedback for Distributed Optimization under Heavy-Tailed Noise Shuhua Yu D. Jakovetić S. Kar 20 1 0 25 Oct 2023
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment Xingrong Dong Zhaoxian Wu Qing Ling Zhi Tian AAML 17 9 0 16 Jul 2023
Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting Yuchen Liu Chen Chen Lingjuan Lyu Fangzhao Wu Sai Wu Gang Chen 25 13 0 13 Feb 2023
Resilient Distributed Optimization for Multi-Agent Cyberphysical Systems M. Yemini Angelia Nedić Andrea J. Goldsmith Stephanie Gil 11 6 0 05 Dec 2022
Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees Banghua Zhu Lun Wang Qi Pang Shuai Wang Jiantao Jiao D. Song Michael I. Jordan FedML 91 30 0 24 May 2022
Distributed Pareto Optimization via Diffusion Strategies Jianshu Chen A. H. Sayed 52 173 0 13 Aug 2012