AIBearisharXiv – CS AI · 7h ago7/10
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Security Attack and Defense Strategies for Autonomous Agent Frameworks: A Layered Review with OpenClaw as a Case Study
A comprehensive academic survey examines security vulnerabilities and defense mechanisms across four operational layers of autonomous agent frameworks built on large language models. The research identifies how threats propagate across layers—from input manipulation through unsafe actions to ecosystem-level impacts—highlighting critical gaps in current security approaches as these systems become increasingly complex and integrated.