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Agent-Native Immune System: Architecture, Taxonomy, and Engineering

A biologically inspired defense architecture for autonomous agents.

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Agent-Native Immune System: Architecture, Taxonomy, and Engineering

By Bo Shen, Lifeng Chang, Tianyuan Wei, Yunpeng Li, Feng Shi, Yichen Han, Peijie Gao, Shiyi KuangarXiv
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The paper introduces the Agent-Native Immune System (ANIS), a framework that addresses vulnerabilities in AI agents. It presents a six-layer Immune Tower, a taxonomy of Agent Viruses and Vaccines, and Continual Immune Learning. The ANIS serves as a dynamic defense mechanism during runtime.

Abstract

The paper introduces the Agent-Native Immune System (ANIS), a framework that addresses vulnerabilities in AI agents. It presents a six-layer Immune Tower, a taxonomy of Agent Viruses and Vaccines, and Continual Immune Learning. The ANIS serves as a dynamic defense mechanism during runtime.

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autonomous agentsdefense architecturebiological inspirationcontinual learningimmunity in AIAI AgentsAgent MemoryLarge Language ModelsSemantic Interoperability
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