Real-time attack analysis and defense technology for IoT

• Main Author: Sie, Jovan
• Other Authors: Liu Yang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; IoT; Cybersecurity
• Online Access: https://hdl.handle.net/10356/181159
• Institution: Nanyang Technological University

The research addresses the increase in cyber attacks on IoT networks and explores the use of multi-class classification techniques to improve current iterations of intrusion detection systems. The research used an innovative dataset known as TON_IoT, to perform feature extraction in identifying net...