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How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
2025-01-22
· ICLR 2025 Poster ·
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Findings
IC-021
Vision-language adaptation degrades safety in Llama-2-chat-7b even when training data is filtered for safety
IC-022
Safety layers in Llama-2-chat-7b show substantial divergence during VL adaptation, correlating with safety degradation