PWG-IDS: An Intrusion Detection Model for Solving Class Imbalance in IIoT Networks Using Generative Adversarial Networks

no code implementations • 6 Oct 2021 • Lei Zhang, Shuaimin Jiang, Xiajiong Shen, Brij B. Gupta, Zhihong Tian

To address this imbalance, an intrusion detection system called pretraining Wasserstein generative adversarial network intrusion detection system (PWG-IDS) is proposed in this paper.

Generative Adversarial Network Network Intrusion Detection