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HomeDesigning and Implementing Microsoft DevOps Solutions (AZ-400)Metrics and queries for security
Lesson243 words

Metrics and queries for security

Metrics and queries for security

The useful security metrics measure response, not inventory. A count of open vulnerabilities says little without knowing how fast they close.

MetricSignals
Mean time to remediate, by severityWhether findings actually get fixed
Open findings by ageWhether a backlog is accumulating
New findings per releaseWhether the codebase is getting safer
Secret scanning alertsCredentials reaching the repository
Dependency currencyWhether a patch would even be mergeable

Age beats count

Fifty findings all under a week old is a working process. Five findings each two years old is a broken one, even though the count looks better. Reporting age distribution rather than a total is what distinguishes the two, and it resists the temptation to close findings by reclassifying them.

Remediation time by severity

Aggregating remediation time across severities hides the thing that matters. Critical findings closing in 3 days and lows in 200 is a healthy triage; both at 60 days means severity is not driving behaviour at all.

Dependency currency as a leading indicator

Time-behind-latest predicts your ability to respond before an incident happens. A project several majors behind cannot take a security patch without a migration, so its future remediation time is already determined — the metric tells you today what next quarter's response will cost.

Primary sources

  • https://learn.microsoft.com/en-us/azure/devops/report/powerbi/what-is-analytics
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