Transforming In-Vehicle Network Intrusion Detection: VAE-based Knowledge Distillation Meets Explainable AI. - Muhammet Anil Yagiz; Pedram MohajerAnsari; Mert D. Pesé; Polat Goktas (CPSIOTSEC@CCS, 2024)

Achieving the Safety and Security of the End-to-End AV Pipeline. - Noah T. Curran; Minkyoung Cho; Ryan Feng; Liangkai Liu; Brian Jay Tang; Pedram MohajerAnsari; Alkim Domeke; Mert D. Pesé; Kang G. Shin (CSCS, 2024)

An Initial Exploration of Employing Large Multimodal Models in Defending Against Autonomous Vehicles Attacks. - Mohammed Aldeen; Pedram MohajerAnsari; Jin Ma; Mashrur Chowdhury; Long Cheng 005; Mert D. Pesé (IV, 2024)

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

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

A Robust, resilience and risk-aware solar energy farm location by Bi-Level programming approach. - Reza Lotfi; Pedram MohajerAnsari; Mohammad Mehdi Sharifi Nevisi; Seyed Mahdi Sharifmousavi; Mohamad Afshar; Mojtaba Sadreddini Mehrjardi (RAIRO Oper. Res., 2024)

Point-LN: A Lightweight Framework for Efficient Point Cloud Classification Using Non-Parametric Positional Encoding. - Marzieh Mohammadi; Amir Salarpour; Pedram MohajerAnsari (CSICC, 2025)

Attention-Aware Temporal Adversarial Shadows on Traffic Sign Sequences. - Pedram MohajerAnsari; Amir Salarpour; David Fernandez; Cigdem Kokenoz; Bing Li; Mert D. Pesé (CVPR Workshops, 2025)

WIP: From Detection to Explanation: Using LLMs for Adversarial Scenario Analysis in Vehicles. - David Fernandez; Pedram MohajerAnsari; Cigdem Kokenoz; Amir Salarpour; Bing Li; Mert D. Pesé (VehicleSec, 2025)

Beyond the Glow: Understanding Luminescent Marker Behavior Against Autonomous Vehicle Perception Systems. - Arkajyoti Mitra; Pedram MohajerAnsari; Afia Anjum; Paul Agbaje; Mert D. Pesé; Habeeb Olufowobi (VehicleSec, 2025)

On the Natural Robustness of Vision-Language Models Against Visual Perception Attacks in Autonomous Driving. - Pedram MohajerAnsari; Amir Salarpour; Michael Kühr; Siyu Huang; Mohammad Hamad; Sebastian Steinhorst; Habeeb Olufowobi; Mert D. Pesé (CoRR, 2025)

A robust, resilience machine learning with risk approach: a case study of gas consumption. - Reza Lotfi; Mehdi Changizi; Pedram MohajerAnsari; Alireza Hosseini; Zahra Javaheri; Sadia Samar Ali (Ann. Oper. Res., 2025)