This research serves as a critical exploration of the security implications of multi-agent AI systems, particularly in the context of Amazon Bedrock Agents. The strongest version of this narrative is its demonstration of how adversaries could exploit inter-agent communication and orchestration mechanisms to compromise systems. The study’s methodology—operating mode detection, collaborator discovery, payload delivery, and exploitation—provides a clear framework for understanding potential vulnera...