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Shohei Kamiguchi

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Data Curation & Synthetic Data (1)

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Takayuki Nishio (1)

Papers (1)

Jul 28, 2026

Shohei Kamiguchi +1Jul 28, 2026

Robust Unsupervised Network Intrusion Detection via Federated Learning with Selective Aggregation under Anomalous Sample Contamination

Anomaly-laden training data can be effectively managed in unsupervised NIDS, ensuring robust performance even as contamination rises.

Shohei Kamiguchi, Takayuki Nishio

Data Curation & Synthetic Data