Adversarial Machine Learning in Network Intrusion Detection Systems

Elie Alhajjar, Paul Maxwell, Nathaniel D. Bastian

Adversarial examples are inputs to a machine learning system intentionally crafted by an attacker to fool the model into producing an incorrect output. These examples have achieved…