Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection

João Vitorino, Nuno Oliveira, Isabel Praça

Adversarial attacks pose a major threat to machine learning and to the systems that rely on it. In the cybersecurity domain, adversarial cyber-attack examples capable of evading de…