Not What You Asked For: Typographic Attacks in Household Robot Manipulation

In three linesResearchers demonstrate typographic attacks against household manipulation robots using CLIP. By placing adversarial stickers, they achieve 67.8% attack success rate on HomeRobot benchmark in Habitat simulation, causing physical grasping and transport errors of wrong objects.

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