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20242026
most citedDistilling Vision-Language Models on Millions of Videos

2 citations · 2 across the 6 of their papers we have counts for

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cs.LG2026

VLMShield: Efficient and Robust Defense of Vision-Language Models against Malicious Prompts

Peigui Qi, Kunsheng Tang, Yanpu Yu +7

Vision-Language Models (VLMs) face significant safety vulnerabilities from malicious prompt attacks due to weakened alignment during visual integration. Existing defenses suffer fr…