Publications

Iwinosa Aideyan, Richard Brooks, Mert D. Pesé (2024). Fuzzing CAN vs. ROS: An Analysis of Single-Component vs. Dual-Component Fuzzing of Automotive Systems. In WCX'24.

Levent Çelik, John McShane, Christian Scott, Iwinosa Aideyan, Richard Brooks, Mert D. Pesé (2024). Comparing Open-Source UDS Implementations Through Fuzz Testing. In WCX'24.

Mohammed Aldeen, Pedram MohajerAnsari, Jin Ma, Mashrur Chowdhury, Long Cheng, Mert D. Pesé (2024). WIP: A First Look At Employing Large Multimodal Models Against Autonomous Vehicle Attacks. In VehicleSec'24.

Paul Agbaje, Abraham Mookhoek, Afia Anjum, Arkajyoti Mitra, Mert D. Pesé, Habeeb Oluwofobi (2024). AutoWatch: Learning Driver Behavior with Graphs for Auto Theft Detection and Situational Awareness. In VehicleSec'24.

Muhammet Anil Yagiz, Pedram MohajerAnsari, Mert D. Pesé, Polat Goktas (2024). Transforming In-Vehicle Network Intrusion Detection: VAE-based Knowledge Distillation Meets Explainable AI. Proceedings of the Sixth Workshop on CPS&IoT Security and Privacy.

Michael Kühr, Mohammad Hamad, Pedram MohajerAnsari, Mert D. Pesé, Sebastian Steinhorst (2024). SoK: Security of the Image Processing Pipeline in Autonomous Vehicles. arXiv preprint arXiv:2409.01234.

Pedram MohajerAnsari, Alkim Domeke, Jan De Voor, Arkajyoti Mitra, Grace Johnson, Amir Salarpour, Habeeb Olufowobi, Mohammad Hamad, Mert D. Pesé (2024). Discovering New Shadow Patterns for Black-Box Attacks on Lane Detection of Autonomous Vehicles. arXiv preprint arXiv:2409.18248.

Marco De Vincenzi, Mert D. Pesé, Chiara Bodei, Ilaria Matteucci, Richard R Brooks, Monowar Hasan, Andrea Saracino, Mohammad Hamad, Sebastian Steinhorst (2024). Contextualizing Security and Privacy of Software-Defined Vehicles: State of the Art and Industry Perspectives. arXiv preprint arXiv:2411.10612.

Bulut Gözübüyük, Brian Tang, Kang G Shin, Mert D. Pesé (2024). Analyzing Privacy Implications of Data Collection in Android Automotive OS. arXiv preprint arXiv:2409.15561.

Noah T. Curran, Arun Ganesan, Mert D. Pesé, Kang G. Shin (2023). Using Phone Sensors to Augment Vehicle Reliability. In CNS'23.