A Defensive Framework Against Adversarial Attacks on Machine Learning-Based Network Intrusion Detection Systems

Benyamin Tafreshian, Shengzhi Zhang

As cyberattacks become increasingly sophisticated, advanced Network Intrusion Detection Systems (NIDS) are critical for modern network security. Traditional signature-based NIDS ar…