Author

Hal Ferguson

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#federated learning Sep 2026

Efficient Backdoor Mitigation in Federated Learning With Contrastive Loss

The rapid adoption of Internet of Things (IoT) devices has accelerated the need for privacy-preserving machine learning techniques, such as federated learning (FL). However, the decentralized and collaborative nature of FL makes it vulnerable to backdoor attacks, where adversaries locally update their malicious models...

Hal Ferguson, Rui Ning, Hongyi Wu et al. · IEEE Internet of Things Jour... · 0 citations

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