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Home/Authors/Mohammadreza Teymoorianfard

Mohammadreza Teymoorianfard

1 indexed paper

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Publications per year

1
26

Top categories

Crypto×1ML×1Robotics×1

Frequent co-authors

Jean-Philippe Monteuuis1×
Jonathan Petit1×
Amir Houmansadr1×

Research Timeline

2026
ReasonBreak: Probing Vulnerabilities in Reasoning-Enabled Vision-Language-Action Models for Autonomous Driving

This paper demonstrates that reasoning-enabled Vision-Language-Action (VLA) models for autonomous driving are highly vulnerable to realistic input perturbations, significantly compromising both reasoning accuracy and driving safety.

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Papers

cs.CRcs.LGcs.RORecentMay 27, 2026

ReasonBreak: Probing Vulnerabilities in Reasoning-Enabled Vision-Language-Action Models for Autonomous Driving

Mohammadreza Teymoorianfard, Jean-Philippe Monteuuis, Jonathan Petit, Amir Houmansadr

This paper demonstrates that reasoning-enabled Vision-Language-Action (VLA) models for autonomous driving are highly vulnerable to realistic input perturbations, significantly compromising both reason…

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