Attack Surface

The total set of points where an AI system is exposed to potential malicious input or exploitation, including APIs, user interfaces, training pipelines, and third-party dependencies. The larger and more complex a system, the more opportunities exist for adversaries to find and exploit weaknesses, making attack surface reduction a foundational step in AI security.
See also: adversarial attack, backdoor attack, abuse monitoring.