Cloud Security Alliance

The Cloud Security Alliance published MAESTRO (Multi-Agent Environment, Security, Threat, Risk, and Outcome), a threat modeling framework for agentic AI authored by Ken Huang. It organizes analysis into seven layers from foundation models to the agent ecosystem and highlights agent-specific threats such as goal manipulation, agent impersonation and collusion between agents.