Publications

Arkajyoti Mitra, Pedram MohajerAnsari, Afia Anjum, Paul Agbaje, Mert D. Pesé, Habeeb Olufowobi (2025). Beyond the Glow: Understanding Luminescent Marker Behavior Against Autonomous Vehicle Perception Systems. 3rd USENIX Symposium on Vehicle Security and Privacy (VehicleSec ‘25).

David Fernandez, Pedram MohajerAnsari, Amir Salarpour, Mert D. Pesé (2025). Avoiding the Crash: A Vision-Language Model Evaluation of Critical Traffic Scenarios.

Pedram MohajerAnsari, Amir Salarpour, David Fernandez, Cigdem Kokenoz, Bing Li, Mert D. Pesé (2025). Attention-Aware Temporal Adversarial Shadows on Traffic Sign Sequences. The 5th Workshop of Adversarial Machine Learning on Computer Vision: Foundation Models + X.

Mohammed Aldeen, Pedram MohajerAnsari, Jin Ma, Mashrur Chowdhury, Long Cheng, Mert D. Pesé (2024). An Initial Exploration of Employing Large Multimodal Models in Defending Against Autonomous Vehicles Attacks. In IV'24.

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.