Christos Tachtatzis
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126
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2026
Few-Shot Network Intrusion Detection Using Online Triplet Mining
The paper proposes a few-shot network intrusion detection system using online triplet mining and a KNN classifier, achieving competitive performance even when trained on very limited samples of malicious attacks.
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cs.CRcs.AIcs.LGRecentMay 17, 2026
Few-Shot Network Intrusion Detection Using Online Triplet Mining
Jack Wilkie, Hanan Hindy, Christos Tachtatzis, Miroslav Bures +1 more
The paper proposes a few-shot network intrusion detection system using online triplet mining and a KNN classifier, achieving competitive performance even when trained on very limited samples of malici…
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