Breakout Attack (Agent)

A breakout attack occurs when an AI agent escapes the boundaries of its intended execution environment — accessing systems, data, or capabilities outside its defined scope. In sandboxed deployments, breakout exploits vulnerabilities in the sandbox itself. In policy-governed systems, it exploits gaps or ambiguities in the policy rules. Breakout is the primary threat that runtime containment strategies are designed to prevent.