Ashim Siwakoti
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126
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2026
Detecting Adversarial Evasion Attacks Against Autoencoder-Based Network Intrusion Detection Systems
This paper proposes two detectors, Residual Localisation Detector (RLD) and Feature-Space Perturbation Consistency (FPC) Detector, to defend against adversarial attacks on autoencoder-based network intrusion detection systems (NIDS) using the PANDA framework.
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