# measurement
5 articlestagged with “measurement”
Evaluating Defense Effectiveness
Metrics, benchmarks, and methodology for measuring how well AI defenses work against real attacks, including evaluation pitfalls and best practices.
evaluationmetricsbenchmarksmeasurementdefense-testing
Injection Effectiveness Metrics
Standardized metrics for measuring prompt injection effectiveness and reliability.
injection-researchmetricseffectivenessmeasurement
Lab: Defense Effectiveness Measurement
Hands-on lab for quantifying AI guardrail robustness using attack success rates, evasion metrics, false positive rates, and statistical analysis of defense performance.
labdefensemetricsmeasurementguardrailsintermediate
Lab: Instruction Following Measurement
Quantitatively measure instruction following compliance to identify where models prioritize competing instructions.
labsinstruction-followingmeasurementintermediate
Red Team Metrics Dashboard
What to measure in AI red team programs: key performance indicators, risk metrics, dashboard design, stakeholder reporting, and using data to demonstrate program value.
metricsdashboardkpireportingmeasurement