Pedram MohajerAnsari

20 papers C 1Misc 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comparative Analysis of Patch Attack on VLM-Based Autonomous Driving Architectures.
CoRR
David Fernandez, Pedram MohajerAnsari, Amir Salarpour, Long Cheng, Abolfazl Razi, Mert D. Pesé
2026 J jnl
NPNet: A Non-Parametric Network with Adaptive Gaussian-Fourier Positional Encoding for 3D Classification and Segmentation.
CoRR
Mohammad Saeid, Amir Salarpour, Pedram MohajerAnsari, Mert D. Pesé
2026 J jnl
SLNet: A Super-Lightweight Geometry-Adaptive Network for 3D Point Cloud Recognition.
CoRR
Mohammad Saeid, Amir Salarpour, Pedram MohajerAnsari, Mert D. Pesé
2025 J jnl
A robust, resilience machine learning with risk approach: a case study of gas consumption.
Ann. Oper. Res.
Reza Lotfi, Mehdi Changizi, Pedram MohajerAnsari, Alireza Hosseini, Zahra Javaheri, Sadia Samar Ali
2025 — conf
Attention-Aware Temporal Adversarial Shadows on Traffic Sign Sequences.
CVPR Workshops
Pedram MohajerAnsari, Amir Salarpour, David Fernandez, Cigdem Kokenoz, Bing Li, Mert D. Pesé
2025 — conf
Beyond the Glow: Understanding Luminescent Marker Behavior Against Autonomous Vehicle Perception Systems.
VehicleSec
Arkajyoti Mitra, Pedram MohajerAnsari, Afia Anjum, Paul Agbaje, Mert D. Pesé, Habeeb Olufowobi
2025 J jnl
David vs. Goliath: A comparative study of different-sized LLMs for code generation in the domain of automotive scenario generation.
CoRR
Philipp Bauerfeind, Amir Salarpour, David Fernandez, Pedram MohajerAnsari, Johannes Reschke, Mert D. Pesé
2025 J jnl
Enhancing 3D Point Cloud Classification with ModelNet-R and Point-SkipNet.
CoRR
Mohammad Saeid, Amir Salarpour, Pedram MohajerAnsari
2025 J jnl
On the Natural Robustness of Vision-Language Models Against Visual Perception Attacks in Autonomous Driving.
CoRR
Pedram MohajerAnsari, Amir Salarpour, Michael Kühr, Siyu Huang, Mohammad Hamad, Sebastian Steinhorst, Habeeb Olufowobi, Mert D. Pesé
2025 Misc conf
Point-LN: A Lightweight Framework for Efficient Point Cloud Classification Using Non-Parametric Positional Encoding.
CSICC
Marzieh Mohammadi, Amir Salarpour, Pedram MohajerAnsari
2025 J jnl
Point-LN: A Lightweight Framework for Efficient Point Cloud Classification Using Non-Parametric Positional Encoding.
CoRR
Marzieh Mohammadi, Amir Salarpour, Pedram MohajerAnsari
2025 — conf
WIP: From Detection to Explanation: Using LLMs for Adversarial Scenario Analysis in Vehicles.
VehicleSec
David Fernandez, Pedram MohajerAnsari, Cigdem Kokenoz, Amir Salarpour, Bing Li, Mert D. Pesé
2024 J jnl
A Robust, resilience and risk-aware solar energy farm location by Bi-Level programming approach.
RAIRO Oper. Res.
Reza Lotfi, Pedram MohajerAnsari, Mohammad Mehdi Sharifi Nevisi, Seyed Mahdi Sharifmousavi, Mohamad Afshar, Mojtaba Sadreddini Mehrjardi
2024 — conf
Achieving the Safety and Security of the End-to-End AV Pipeline.
CSCS
Noah T. Curran, Minkyoung Cho, Ryan Feng, Liangkai Liu, Brian Jay Tang, Pedram MohajerAnsari, Alkim Domeke, Mert D. Pesé, Kang G. Shin
2024 J jnl
Achieving the Safety and Security of the End-to-End AV Pipeline.
CoRR
Noah T. Curran, Minkyoung Cho, Ryan Feng, Liangkai Liu, Brian Jay Tang, Pedram MohajerAnsari, Alkim Domeke, Mert D. Pesé, Kang G. Shin
2024 C conf
An Initial Exploration of Employing Large Multimodal Models in Defending Against Autonomous Vehicles Attacks.
IV
Mohammed Aldeen, Pedram MohajerAnsari, Jin Ma, Mashrur Chowdhury, Long Cheng, Mert D. Pesé
2024 J jnl
Discovering New Shadow Patterns for Black-Box Attacks on Lane Detection of Autonomous Vehicles.
CoRR
Pedram MohajerAnsari, Alkim Domeke, Jan de Voor, Arkajyoti Mitra, Grace Johnson, Amir Salarpour, Habeeb Olufowobi, Mohammad Hamad, Mert D. Pesé
2024 J jnl
SoK: Security of the Image Processing Pipeline in Autonomous Vehicles.
CoRR
Michael Kühr, Mohammad Hamad, Pedram MohajerAnsari, Mert D. Pesé, Sebastian Steinhorst
2024 — conf
Transforming In-Vehicle Network Intrusion Detection: VAE-based Knowledge Distillation Meets Explainable AI.
CPSIOTSEC@CCS
Muhammet Anil Yagiz, Pedram MohajerAnsari, Mert D. Pesé, Polat Goktas
2024 J jnl
Transforming In-Vehicle Network Intrusion Detection: VAE-based Knowledge Distillation Meets Explainable AI.
CoRR
Muhammet Anil Yagiz, Pedram MohajerAnsari, Mert D. Pesé, Polat Goktas