AI RESEARCH
A Sentence Relation-Based Approach to Sanitizing Malicious Instructions
arXiv CS.AI
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ArXi:2605.01078v1 Announce Type: cross Retrieval-augmented generation and tool-integrated LLM agents increasingly depend on external textual sources. This reliance broadens the available attack surface, allowing adversaries to insert malicious instructions that trigger unintended model behaviors. Current defensive measures often utilize LLM-based detectors to filter such content, but these approaches remain vulnerable to optimization-based attacks. Additionally