Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment

16 July 2023

Papers citing "Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment"

10 / 10 papers shown

Title
A survey on secure decentralized optimization and learning Changxin Liu Nicola Bastianello Wei Huo Yang Shi Karl H. Johansson 26 1 0 16 Aug 2024
Generalization Error Matters in Decentralized Learning Under Byzantine Attacks Haoxiang Ye Qing Ling 26 0 0 11 Jul 2024
Mean Aggregator Is More Robust Than Robust Aggregators Under Label Poisoning Attacks Jie Peng Weiyu Li Qing Ling OOD 26 0 0 21 Apr 2024
Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit Mengfan Xu Diego Klabjan AAML 10 0 0 06 Feb 2024
Byzantine-Resilient Decentralized Multi-Armed Bandits Jingxuan Zhu Alec Koppel Alvaro Velasquez Ji Liu 6 6 0 11 Oct 2023
Robust Online and Distributed Mean Estimation Under Adversarial Data Corruption Tong Yao S. Sundaram FedML 15 3 0 17 Sep 2022
Byzantine Machine Learning Made Easy by Resilient Averaging of Momentums Sadegh Farhadkhani R. Guerraoui Nirupam Gupta Rafael Pinot John Stephan FedML 26 67 0 24 May 2022
Federated Multi-Armed Bandits Under Byzantine Attacks Artun Saday Ilker Demirel Yiğit Yıldırım Cem Tekin AAML 10 12 0 09 May 2022
Distributed Online Optimization with Byzantine Adversarial Agents Sourav Sahoo Anand Gokhale R. Kalaimani 14 6 0 25 Sep 2021
Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering Jian Xu Shao-Lun Huang Linqi Song Tian-Shing Lan FedML AAML 29 42 0 13 Sep 2021