Federated Learning for Cybersecurity
Summary
SparSFA: Towards robust and communication-efficient peer-to-peer federated learning. Sparsified Federated Aggregation for intrusion detection in IoT. Addresses adversarial attacks with robust aggregation scheme. Published in Elsevier Journal of Computers & Security, Volume 129, 2023.
Themes
Keywords
federated learning, P2P, intrusion detection, sparsification, adversarial robustness
Poster
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