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A GAN-Based Data Poisoning Attack Against Federated Learning Systems and
  Its Countermeasure

A GAN-Based Data Poisoning Attack Against Federated Learning Systems and Its Countermeasure

19 May 2024
Wei Sun
Bo Gao
Ke Xiong
Yuwei Wang
    AAML
    FedML
ArXivPDFHTML

Papers citing "A GAN-Based Data Poisoning Attack Against Federated Learning Systems and Its Countermeasure"

3 / 3 papers shown
Title
The Built-In Robustness of Decentralized Federated Averaging to Bad Data
The Built-In Robustness of Decentralized Federated Averaging to Bad Data
Samuele Sabella
C. Boldrini
Lorenzo Valerio
A. Passarella
M. Conti
FedML
85
0
0
25 Feb 2025
Federated Learning Under Attack: Exposing Vulnerabilities through Data
  Poisoning Attacks in Computer Networks
Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks
Ehsan Nowroozi
Imran Haider
R. Taheri
Mauro Conti
AAML
24
5
0
05 Mar 2024
Threats to Federated Learning: A Survey
Threats to Federated Learning: A Survey
Lingjuan Lyu
Han Yu
Qiang Yang
FedML
186
432
0
04 Mar 2020
1