Adversarial robustness does not equal zero-day generalization in intrusion detectors
Perturbation-based robustness tests overestimate zero-day detection; models maintain 90.9-99.7% under attacks but drop to 22.8-76.2% on held-out families.
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Perturbation-based robustness tests overestimate zero-day detection; models maintain 90.9-99.7% under attacks but drop to 22.8-76.2% on held-out families.
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