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New IFC-Based Approach Enhances Security for Large Language Models
Large language models face security and privacy risks from prompt injections and data leakage. The proposed Locally Sound Geometric Information Flow Control (GIF) offers a principled semantic foundation to better manage these risks.
As LLMs increasingly handle sensitive data and privileged actions, robust defenses are critical to prevent manipulation and information leaks. GIF's approach could improve trustworthiness in agentic AI systems.
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Score 74
Source Type arxiv
Reposts 0
Topic Quality 55
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