Deep Adversarial Learning in Intrusion Detection: A Data Augmentation Enhanced Framework

He Zhang, Xingrui Yu, Peng Ren +2

Intrusion detection systems (IDSs) play an important role in identifying malicious attacks and threats in networking systems. As fundamental tools of IDSs, learning based classific…