Hugging Face Daily Papers·· 3d agoFeaturedAI Score70
Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM Systems
Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM Systems
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AI Overview
Published on Oct 21 · Submitted by ZQ on Oct 23 Authors: , Abstract LLM agents frequently leak sensitive conclusions assembled from multiple confidential documents, and common safeguards fail to eliminate this mosaic-style disclosure risk. Modern LLM agents can retrieve...
Curator's Note
该研究揭示了大型语言模型智能体在处理敏感数据时可能存在的隐私泄露风险，对理解AI安全具有重要意义。
Primary Source
Academic Paper·arXiv:2610.30418
Agent Mosaic (arXiv:2610.30418)
MIT
“Published on Oct 21 · Submitted by ZQ on Oct 23 Authors: , Abstract LLM agents frequently leak sensitive conclusions assembled from multiple”
Source: Hugging Face Daily Papers · huggingface.co
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