Robustness

A performance metric measuring the degree to which a system consistently performs its intended function without failure over time.

A testing method that deliberately uses challenging, deceptive, or malicious inputs to evaluate an AI system's robustness, reliability, and security.

A structured testing methodology where adversarial tactics are simulated to discover vulnerabilities, safety flaws, and failure modes in a system.

The process of evaluating AI systems to identify vulnerabilities, harmful outputs, and policy violations before deployment.

A metric that measures the proportion of correct predictions or outputs produced by a model or AI system out of all evaluated cases.