Agent-BOM is a unified hierarchical attributed directed graph that models static capability bases and dynamic semantic states of LLM agents for path-level security auditing and risk assessment.
Agentpoison: Red-teaming llm agents via poisoning memory or knowl- edge bases.Advances in Neural Information Processing Systems, 37:130185–130213
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The paper develops a unified framework that organizes computer-use agent reliability around perception-decision-execution layers and creation-deployment-operation-maintenance stages to map security and alignment interventions.
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Towards Security-Auditable LLM Agents: A Unified Graph Representation
Agent-BOM is a unified hierarchical attributed directed graph that models static capability bases and dynamic semantic states of LLM agents for path-level security auditing and risk assessment.