MAGE uses an agentic shadow memory to proactively detect and mitigate long-horizon threats in LLM agents by distilling safety context and assessing action risks before execution.
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MAGE: Safeguarding LLM Agents against Long-Horizon Threats via Shadow Memory
MAGE uses an agentic shadow memory to proactively detect and mitigate long-horizon threats in LLM agents by distilling safety context and assessing action risks before execution.