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PairAudit: Guiding Human Review with Graph Tokens under Distribution Shift

Tao, Jiran et al.
arXiv (All) · Papers
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cryptography-and-securitymachine-learning
Intrusion detectors can confidently misclassify attacks that were not seen during training. Human review can correct these errors, but only a limited number of cases can be checked. Uncertainty-based review may overlook confident errors, while anomaly scores alone do not show whether changing the re
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