From the course: DevSecOps Metrics and Continuous Improvement
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Vulnerability density
From the course: DevSecOps Metrics and Continuous Improvement
Vulnerability density
- [Instructor] Now let's talk about vulnerability density, a key metric for assessing security quality in DevSecOps. Vulnerability density measures the number of vulnerabilities per unit of code, like per a thousand lines or per assistant component, like an application. It shows how secure your code or systems are and helps prioritize remediation. A lower density means better security quality while a higher density flags areas needing attention. This metric drives DevSecOps by focusing efforts on high-risk code bases. Here's the formula. Divide the number of vulnerabilities by the unit size, such as thousands of lines of code or KLOC. For example, an application with 10 vulnerabilities and 50,000 lines of code has a density of 0.02 vulnerabilities per KLOC. Let's dive into strategies to reduce vulnerability density, and improve security quality. First, adopt secure coding practices. Training developers to avoid issues,…
Contents
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Adding security metrics to DevOps2m 58s
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Security test coverage3m 20s
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Mean time to detect (MTTD) vulnerabilities6m 15s
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(Locked)
Mean time to remediate (MTTR) vulnerabilities5m 32s
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(Locked)
Vulnerability density4m 29s
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(Locked)
False positive rate of security tools4m 26s
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(Locked)
Percentage of code scanned for security4m 26s
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(Locked)
Compliance adherence rate4m 37s
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(Locked)
Incident response time for security events5m 3s
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