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Failure-First·Indexed by this site · Originally published

通过物理物体对视觉-语言-动作模型发起目标导向后门攻击

[Daily Paper] Goal-oriented Backdoor Attack against Vision-Language-Action Models via Physical Objects

AI summary

研究者提出 GoBA(Goal-oriented Backdoor Attack),通过向机器人环境注入物理世界中的触发物体,静默把 VLA 模型的行为重定向到攻击者指定的目标动作,同时不降低模型在干净输入上的表现。该攻击针对视觉-语言-动作模型,触发条件来自物理环境中的物体。

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