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L. Manjula

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#federated learning Book Sep 2026

Trust-Aware Federated Deep Learning for Network Anomaly Detection Under Non-IID Data

Distributed network systems produce complex traffic flows that are hard to analyze with a centralized architecture of Intrusion Detection Systems. Traffic distributions are different between participating edge nodes, and it can involve sharing sensitive traffic information and require more communication. A trust-aware...

L. Manjula, E. Saravana Kumar, Asha Kumari A. et al. · 0 citations

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