SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution

Wenwen He; Wenke Huang; Bin Yang; Shukan Liu; Mang Ye

2025 ICML ICML 2025

SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Wenwen He, Wenke Huang, Bin Yang, Shukan Liu, Mang Ye

Topics

Machine Learning > Learning Types > Adversarial Learning

Keywords

federated learning robustness backdoor attack gradient alignment margin contribution self-purification

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