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SteerProbe: Learning to Bypass Safety Steering in Vision-Language Models

Zhang, Xinwei et al.
arXiv (All) · Papers
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cryptography-and-security
Activation steering offers an inference-time defense for vision--language models (VLMs) by modifying intermediate representations without updating backbone parameters. However, protection on benchmark inputs may not persist across alternative expressions of the same harmful request. We investigate t
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