Simulating Malicious Attacks on VANETs for Connected and Autonomous Vehicle Cybersecurity: A Machine Learning Dataset

• Published in: 2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) pp. 332 - 337
• Main Authors: Iqbal, Safras, Ball, Peter, Kamarudin, Muhammad H, Bradley, Andrew
• Format: Conference Proceeding
• Language: English
• Published: IEEE 20.07.2022
• Subjects: Autonomous Vehicle; Bogus information Attack; CAV; Connected vehicles; Cyber Attack; Intelligent Transport; Machine learning algorithms; Replay Attack; Roads; Training; V2I; V2V; VANET; Vehicle-to-infrastructure; Vehicular ad hoc networks; Wireless communication

Connected and Autonomous Vehicles (CAVs) rely on Vehicular Adhoc Networks with wireless communication between vehicles and roadside infrastructure to support safe operation. However, cybersecurity attacks pose a threat to VANETs and the safe operation of CAVs. This study proposes the use of simulati...