Adversarial Attacks on Anomaly Detection.

Updated May 5, 2026

Short answer

Manipulating data to bypass detection[cite: 1].

Deep explanation

Attackers can use 'evasion' (disguising an anomaly as normal) or 'poisoning' (gradually shifting the model's baseline)[cite: 1].

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