Enhancing Network Intrusion Detection Performance using Generative Adversarial Networks

X Zhao, KW Fok, VLL Thing - arXiv preprint arXiv:2404.07464, 2024 - arxiv.org
Network intrusion detection systems (NIDS) play a pivotal role in safeguarding critical digital
infrastructures against cyber threats. Machine learning-based detection models applied in …

Evasion Scheme for Intrusion Detection System Based on Demgan

D Xu, Y Lv, C Zhang, M Wang, J Zhao - Available at SSRN 4868511 - papers.ssrn.com
Network intrusion detection systems (IDS) are often an effective means of blocking attacks
on network traffic. Currently, IDS are mainly based on machine learning (ML) models, but …