Working paper preview · September 2026
StaleAction
Physical TOCTOU Attacks Against Vision-Language-Action Robots
Lucas-hX · NEUROSIS Research
This concept paper defines a post-observation physical state manipulation threat model for embodied VLA control. It proposes Observation–Action Age and the Adversarial Freshness Window as candidate measures and outlines a controlled benchmark. No empirical results are claimed in this version.