A Survey on Vulnerability of Federated Learning: A Learning Algorithm
Perspective

A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective

27 November 2023

Papers citing "A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective"

12 / 12 papers shown

Title
How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models Pascal Chang Jingwei Tang Markus Gross Vinicius Azevedo DiffM 28 0 0 03 Apr 2025
Distributed Learning for UAV Swarms Chen Hu Hanchi Ren Jingjing Deng Xianghua Xie FedML 16 0 0 21 Oct 2024
Gradients Stand-in for Defending Deep Leakage in Federated Learning H. Yi H. Ren C. Hu Y. Li J. Deng Xin Xie FedML 13 0 0 11 Oct 2024
Local Environment Poisoning Attacks on Federated Reinforcement Learning Evelyn Ma Praneet Rathi Rasoul Etesami FedML 32 3 0 05 Mar 2023
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions Thuy-Dung Nguyen Tuan Nguyen Phi Le Nguyen Hieu H. Pham Khoa D. Doan Kok-Seng Wong AAML FedML 32 55 0 03 Mar 2023
A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness, and Privacy Yifei Zhang Dun Zeng Jinglong Luo Zenglin Xu Irwin King FedML 69 47 0 21 Feb 2023
FLCert: Provably Secure Federated Learning against Poisoning Attacks Xiaoyu Cao Zaixi Zhang Jinyuan Jia Neil Zhenqiang Gong FedML OOD 71 59 0 02 Oct 2022
GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning Hanchi Ren Jingjing Deng Xianghua Xie SILM AAML FedML 46 74 0 02 May 2021
Turning Federated Learning Systems Into Covert Channels Gabriele Costa Fabio Pinelli S. Soderi Gabriele Tolomei FedML 29 9 0 21 Apr 2021
Threats to Federated Learning: A Survey Lingjuan Lyu Han Yu Qiang Yang FedML 186 427 0 04 Mar 2020
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 174 1,014 0 29 Nov 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 237 11,568 0 09 Mar 2017