most citedPrivacy-Preserving Heterogeneous Federated Learning for Sensitive Healthcare Data

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cs.CR2024

PAD-FT: A Lightweight Defense for Backdoor Attacks via Data Purification and Fine-Tuning

Yukai Xu, Yujie Gu, Kouichi Sakurai

Backdoor attacks pose a significant threat to deep neural networks, particularly as recent advancements have led to increasingly subtle implantation, making the defense more challe…