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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Michelle Yu

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Open access Jul 2026

Tool-Flow Taint Analysis for Data Exfiltration Defense in Large Language Model Agents

A comprehensive framework based on Tool-Flow Taint Analysis designed to mitigate data exfiltration in Large Language Model agents is introduced, providing a critical foundation for securing next-generation autonomous agents against sophisticated data-stealing attacks in enterprise environments.

Chun Tian, Hiu-Tung Li, Michelle Yu · 0 citations

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