A survey on secure decentralized optimization and learning

16 August 2024

Papers citing "A survey on secure decentralized optimization and learning"

6 / 6 papers shown

Title
Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering Changxin Liu Yanghao Li Yuhao Yi Karl H. Johansson FedML 30 0 0 13 Sep 2024
Byzantine Machine Learning Made Easy by Resilient Averaging of Momentums Sadegh Farhadkhani R. Guerraoui Nirupam Gupta Rafael Pinot John Stephan FedML 31 67 0 24 May 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 95 30 0 24 May 2022
Graph-Homomorphic Perturbations for Private Decentralized Learning Stefan Vlaski Ali H. Sayed FedML 47 7 0 23 Oct 2020
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 182 1,032 0 29 Nov 2018
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,110 0 04 Nov 2016