CANDIDS: CAN/CAN-FD Deep Learning-Based Intrusion Detection Systems
Oct 26, 2023
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1 min read
A deep learning-based IDS, named CANDIDS, which is capable of operating effectively not only for the conventional CAN protocol, but also for the most recent CAN-FD one commonly found in modern vehicles.
Intrusion Detection System
Controller Area Network
Controller Area Network With Flexible Data Rate
Deep Learning
Autonomous Vehicles
Authors
Lecturer in Cyber Security
I am a Lecturer in Cyber Security at the University of Derby (UoD), with a strong research background in Internet of Things (IoT) security and embedded systems. Prior to joining UoD, I held Post-Doctoral Research Fellow positions at Singapore University of Technology and Design (SUTD) and Nanyang Technological University (NTU), where I contributed to national-level cybersecurity projects. My work focuses on developing scalable honeypot infrastructures, anomaly detection systems, and machine learning-based threat intelligence solutions for critical infrastructure and cyber-physical systems.