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Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks

🗓️ 20 Oct 2025 00:00:00Reported by Xinkai Wang, Ao Liu, Zerui Shao, Shouling Ji, Beibei LiType 
packetstormnews
 packetstormnews
🔗 packetstorm.news👁 10 Views

This work reveals safety asymmetry in multimodal LLMs and introduces PolyJailbreak, a black-box reinforcement learning method using atomic strategy primitives to craft cross-modal jailbreaks and outperform baselines.

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