Defending network intrusion detection systems against adversarial evasion attacks

2020/09/01 by Marek Pawlicki, Michał Choraś, Rafał Kozik · 3 citations

paper · doi:10.1016/j.future.2020.04.013

Cited by

• Behavior-Aware and Generalizable Defense Against Black-Box Adversarial Attacks for ML-Based IDS
• SoK: Systematic analysis of adversarial threats against deep learning approaches for autonomous anomaly detection systems in SDN-IoT networks
• Vulnerability Disclosure through Adaptive Black-Box Adversarial Attacks on NIDS