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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

D. Renuka

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Open access Jul 2026

An Approach Utilizing Frequency Analysis to Counteract Poisoning Attacks in Federated Learning

This study proposes a lightweight defense mechanism for mitigating poisoning attacks in Federated Learning (FL) systems that involves transforming model weights into the frequency domain to identify core frequency components containing sufficient model weight information.

A. R., D. Renuka · 0 citations

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