Attack  ·  Glossary

Multi-agent data leakage

A class of vulnerability in which sensitive information from one AI agent's tasks — such as memory contents, tool outputs, or credentials — spills over to a different agent in the same system, often due to shared identifiers, insufficient isolation, or insecure file paths between agents.
As organisations chain multiple AI agents together to automate complex workflows, a weakness in one agent's data boundaries can expose confidential information from entirely unrelated business processes handled by other agents in the same platform.
References
OWASP LLM Top 10: LLM06 — Sensitive Information Disclosure
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