ERD-FL: Entropy-Driven Robust Defense for Federated Learning

Author:

Atia Okba Ben1,Samara Mustafa Al1,Bennis Ismail1,Gaber Jaafar2,Abouaissa Abdelhafid1,Lorenz Pascal1

Affiliation:

1. University of Haute-Alsace

2. University of Technology of Belfort-Montbèliard,France

Publisher

IEEE

Reference11 articles.

1. EMDG-FL: Enhanced Malicious Model Detection based on Genetic Algorithm for Federated Learning

2. Two-phase Defense Against Poisoning Attacks on Federated Learning-based Intrusion Detection

3. Defending against the label-flipping attack in federated learning;Jebreel;arXiv preprint arXiv:2207.01982,2022

4. Gradient-based learning applied to document recognition

5. Fashion-Mnist: a novel image dataset for benchmarking machine learning algorithms;Xiao;arXiv preprint arXiv:1708.07747,2017

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