Adversarial attacks against network intrusion detection in IoT systems

• Main Authors: Qiu, Han, Dong, Tian, Zhang, Tianwei, Lu, Jialiang, Memmi, Gerard, Qiu, Meikang
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Feature Extraction; Computational Modeling
• Online Access: https://hdl.handle.net/10356/159849
• Institution: Nanyang Technological University

Deep learning (DL) has gained popularity in network intrusion detection, due to its strong capability of recognizing subtle differences between normal and malicious network activities. Although a variety of methods have been designed to leverage DL models for security protection, whether these syste...