Jailbreaking Jailbreaks: A Proactive Defense for LLMs
Weiliang Zhao, Daniel Ben-Levi, Jinjun Peng et al.
· 1 citation
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Jul 2026
Untrusted Content Masking for Web Agents with Security Guarantees
This paper presents Untrusted Content Masking (UCM), a simple and effective approach that restores the trust boundary in web environments by leveraging a key structural insight: a webpage's Document Object Model encodes sufficient information to distinguish trusted from untrusted regions without reading their content.
Kristina Nikoli'c, Egor Zverev, Javier Rando et al.
· arXiv.org · 2 citations