AINeutralarXiv – CS AI · 14h ago7/10
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ClawGuard: A Runtime Security Framework for Tool-Augmented LLM Agents Against Indirect Prompt Injection
Researchers introduce ClawGuard, a runtime security framework that protects tool-augmented LLM agents from indirect prompt injection attacks by enforcing user-confirmed rules at tool-call boundaries. The framework blocks malicious instructions embedded in tool responses without requiring model modifications, demonstrating robust protection across multiple state-of-the-art language models.