Hybrid Approach to Detect Position Forgery Attacks in Connected Vehicles. - Muhammad Anwar Shahid; Arunita Jaekel (NoF, 2023)

Machine learning based detection of replay attacks in VANET. - Aman Kumar; Muhammad Anwar Shahid; Arunita Jaekel; Ning Zhang 007; Marc Kneppers (NOMS, 2023)

Machine Learning based intrusion detection systems for connected autonomous vehicles: A survey. - Jay Nagarajan; Pegah Mansourian; Muhammad Anwar Shahid; Arunita Jaekel; Ikjot Saini; Ning Zhang 007; Marc Kneppers (Peer Peer Netw. Appl., 2023)

DoS Attack Detection in VANET using Transfer Learning Approach for BSM Data. - Muhammad Anwar Shahid; Arunita Jaekel; Ning Zhang 007; Tim Allsopp (IWCMC, 2024)

Transfer Learning Based Intrusion Detection System Using Gramian Angular Field for Connected Vehicles. - Muhammad Anwar Shahid; Arunita Jaekel; Ning Zhang 007; Tim Allsopp (ICAIIC, 2025)