Median or mean time to remediate: which should you report?
Report the median time to remediate plus a high percentile or the oldest open item. The mean hides skew and a few old findings can distort it either way.
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Report the median time to remediate plus a high percentile or the oldest open item. The mean hides skew and a few old findings can distort it either way.
Average time to fix hides outliers and the median hides the long tail. Report the median and a high percentile together, and show the open backlog age.
Raw finding counts reward noisy tools. Time how long a developer takes to decide on each finding, then compare median minutes and escalation rates.
Track change lead time for security fixes separately: commit to production per fix, split by branch, and watch the slowest ones, not the average.
Count fix speed, not CVEs. A practical way to read advisory dates, fixed versions and older release lines to judge a maintainer's security response.
Detection lag is the time between an advisory going public and your team opening a ticket. Log three timestamps and you can measure and shrink it.
A step by step test to measure advisory to detection lag in any scanner, open source or managed, with a simple log and how to read the results.
Use the vendor's own advisory history to measure patch speed: collect dates, compute the gaps, check against exploited lists and ask about the outliers.
Time to unblock measures how long a failed gate waits for a fix or decision. How to define it, split it into stages and cut the waiting time.
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