MATRA adapts established risk assessment into a framework using impact assessment and attack trees to quantify how architectural controls reduce risks from LLM threats in agentic AI deployments like OpenClaw.
LlamaFirewall: An open source guardrail sys- tem for building secure AI agents
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MATRA: Modeling the Attack Surface of Agentic AI Systems -- OpenClaw Case Study
MATRA adapts established risk assessment into a framework using impact assessment and attack trees to quantify how architectural controls reduce risks from LLM threats in agentic AI deployments like OpenClaw.