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Skynet: Workflow-Level Anomaly Detection for Agentic AI via Semantic and Structural Modeling

Zhang, Chaoyu et al.
arXiv (OAI Expanded) · Papers
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c-2-4cryptography-and-securityi-2-11i-2-6k-6-5
Agentic AI systems execute complex tasks through long-horizon workflows of planning, tool use, and multi-agent coordination. Task failures in these systems often originate from a single step, such as an injected prompt or a flawed plan, and are then amplified through downstream dependencies as the c
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