Federated Learning Backdoor Attack Based on Frequency Domain Injection

Federated Learning Backdoor Attack Based on Frequency Domain Injection

Federated learning (FL) is a distributed machine learning framework that enables scattered participants to collaboratively train machine learning models without revealing information to other participants. Due to its distributed nature, FL is susceptible to being manipulated by malicious clients. Th...

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Bibliographic Details
Main Authors: Jiawang Liu, Changgen Peng, Weijie Tan, Chenghui Shi
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Entropy
Subjects:
federated learning
backdoor attack
frequency domain
Fourier transform
Online Access:https://www.mdpi.com/1099-4300/26/2/164

Internet

https://www.mdpi.com/1099-4300/26/2/164

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