An analyst wants to track how quickly vulnerabilities are identified.

The metric that measures how quickly something is detected/identified is Mean Time to Detect (MTTD). Although MTTD is often used in incident detection, it directly matches the wording “how quickly … are identified” because it measures the time between occurrence and detection.

Secbay Press defines MTTD explicitly as the time to detect an issue:

Exact extract (Secbay Press):

“Mean Time to Detect (MTTD) is… the average time taken to identify and detect a security incident… Mean time to detect is how long it took… to when it was detected.”

Why the other options are not best:

KPI is a category/type of measure (a key metric), not the specific metric itself. Secbay distinguishes metrics vs KPIs and lists MTTD as a KPI example.

SLO is a service objective/target, not a measurement of detection speed by itself.

Alert volume measures quantity of alerts, not detection time.

Exact extract (Secbay Press):

“KPI: Mean Time to Detect (MTTD) and Mean Time to Respond (MTTR).”