#robotics-security News & Analysis

2 articles tagged with #robotics-security. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBearisharXiv – CS AI · Jun 107/10

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Test-time Adversarial Takeover: A Real-time Hijacking Interface against Robotic Diffusion Policies

Researchers demonstrate Test-time Adversarial Takeover (TAKO), a novel attack that allows adversaries to remotely hijack diffusion-based robotic policies by injecting universal visual patches into camera streams. The attack achieves 100% success across multiple robotic tasks and visual encoders, revealing a critical vulnerability in vision-conditioned AI systems deployed in robotics.

AIBearisharXiv – CS AI · Jun 97/10

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Targeting World Models to Compromise Robot Learning Pipelines

Researchers demonstrate a novel data poisoning attack targeting world models used in robot learning pipelines, showing how malicious prompts or dynamics hidden in training data can be activated only when processed through world models to generate unsafe robotic policies. The attack bypasses traditional safety measures by appearing benign in ground truth datasets while compromising downstream robot learning systems, affecting both action-conditioned and text-conditioned models.