FLCert: Provably Secure Federated Learning against Poisoning Attacks

2 October 2022

Papers citing "FLCert: Provably Secure Federated Learning against Poisoning Attacks"

4 / 4 papers shown

Title
FedSV: Byzantine-Robust Federated Learning via Shapley Value Khaoula Otmani Rachid Elazouzi Vincent Labatut FedML AAML 67 1 0 24 Feb 2025
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping Xiaoyu Cao Minghong Fang Jia Liu Neil Zhenqiang Gong FedML 96 595 0 27 Dec 2020
Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing Jinyuan Jia Binghui Wang Xiaoyu Cao Neil Zhenqiang Gong AAML 71 76 0 09 Feb 2020
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 169 878 0 29 Nov 2018