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Continuous improvement

As explained in Data-Driven Cybersecurity

A feedback loop is an iterative process in which outputs or observations inform subsequent adjustments to a system or process.

Continuous improvement uses feedback and measured results to refine cybersecurity practices. Regular reviews can reveal gaps, recurring problems, or controls that need adjustment as threats and organizational needs change. section 6.4 section 2.5.1

Turn the feedback loop into decisions:

  • Set measurable goals tied to business objectives and security risks. section 3.1.1
  • Track relevant metrics regularly, looking beyond raw counts to severity, resolution time, and longer-term trends. section 3.1.1 section 11.3
  • Review findings, adjust security measures, and monitor whether the changes work. section 11.3

Recurring vulnerabilities

If vulnerabilities keep resurfacing despite mitigation, investigate whether a systemic issue remains. Set a measurable reduction target, review progress, and adjust security measures based on the results. section 3.1.1 section 11.3

Figure 3.1 Security metrics program at a high level, showing key feedback loops
A diagram of security metrics

Description automatically generated

The diagram maps feedback loops into the selection of security metrics and goals. section 3.1.1

How Data-Driven Cybersecurity covers it

How deep it goes
Moves from feedback collection through metric review and adjustment, including trend analysis, while leaving implementation organization-specific.
Examples
Uses recurring vulnerabilities, unpatched-vulnerability targets, incident-resolution times, and department-level incident patterns to guide changes.
What you can do after
Apply it by setting measurable goals, reviewing metrics and incidents, adjusting controls, and checking whether changes improve outcomes.
How it connects
Links security metrics, risk assessment, incident analysis, and security controls to organizational learning and resource prioritization.

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This explainer was generated by Manning's knowledge graph from the text of Data-Driven Cybersecurity. The section links point to the parts of the book it draws on.