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Home/Authors/Amir Salarpour

Amir Salarpour

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Vision×1Crypto×1ML×1

Frequent co-authors

David Fernandez1×
Pedram MohajerAnsari1×
Mert D. Pese1×

Research Timeline

2026
Understanding Adversarial Transferability in Vision-Language Models for Autonomous Driving: A Cross-Architecture Analysis

This paper systematically analyzes the high cross-architecture transferability of physical adversarial attacks on Vision-Language Models (VLMs) used in autonomous driving, demonstrating that attacks effective against one VLM architecture remain highly effective against others.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.CRcs.LGRecentApr 30, 2026

Understanding Adversarial Transferability in Vision-Language Models for Autonomous Driving: A Cross-Architecture Analysis

David Fernandez, Pedram MohajerAnsari, Amir Salarpour, Mert D. Pese

This paper systematically analyzes the high cross-architecture transferability of physical adversarial attacks on Vision-Language Models (VLMs) used in autonomous driving, demonstrating that attacks e…

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