A triplet network using online triplet mining and KNN classifier achieves competitive few-shot performance on network intrusion detection with as few as 10 malicious samples per class.
Unknown Attack Detection Based on Zero-Shot Learning.IEEE Access2020, 8, 193981–193991
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Few-Shot Network Intrusion Detection Using Online Triplet Mining
A triplet network using online triplet mining and KNN classifier achieves competitive few-shot performance on network intrusion detection with as few as 10 malicious samples per class.