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Secure Coding & OWASP Top 10 for Backend · Lesson

Threat Intelligence & Vulnerability Management

Learn how to track vulnerabilities, prioritize them with CVSS and threat intelligence, and run a continuous remediation lifecycle in a DevSecOps pipeline.

Threat Intelligence & Vulnerability Management is a free Secure Coding & OWASP Top 10 for Backend lesson on CoddyKit — lesson 4 of 4. You can read the complete lesson below for free — then practise it hands-on in the browser with a built-in code editor and a 24/7 AI tutor. It is part of the Secure Coding & OWASP Top 10 for Backend learning path, one of 4 lessons in the course, and your progress syncs across the web and the CoddyKit app.

Why Vulnerability Management?

New vulnerabilities appear daily. Vulnerability management is the ongoing process of discovering, prioritizing, and remediating weaknesses before attackers exploit them. It is a continuous loop, not a one-time scan.

The Management Lifecycle

The lifecycle has clear stages:

  • Discover: find vulnerabilities via scans and feeds
  • Prioritize: rank by risk
  • Remediate: patch, mitigate, or accept
  • Verify: confirm the fix
  • Report: track metrics over time

CVE and CVSS

A CVE is a unique identifier for a known vulnerability. CVSS is a 0-10 score describing severity based on factors like attack vector and impact. CVSS gives a baseline, but it is not the whole story.

Reading a CVSS Score

CVSS bands roughly map to urgency. Use them to triage, but always combine with context.

def severity(score):
    if score >= 9.0:
        return 'Critical'
    if score >= 7.0:
        return 'High'
    if score >= 4.0:
        return 'Medium'
    if score > 0.0:
        return 'Low'
    return 'None'

for s in [9.8, 7.5, 4.3, 2.1]:
    print(s, severity(s))

Threat Intelligence

Threat intelligence adds real-world context: Is this CVE being actively exploited? Is there public exploit code? Feeds like CISA KEV and EPSS help you focus on what attackers are actually using right now.

Risk-Based Prioritization

Severity alone is misleading. A medium-CVSS bug under active exploitation on an internet-facing system may outrank a critical bug on an isolated internal tool. Combine severity, exploitability, and asset exposure.

def priority(cvss, exploited, internet_facing):
    score = cvss
    if exploited:
        score += 3
    if internet_facing:
        score += 2
    return round(min(score, 15), 1)

print(priority(5.0, True, True))   # medium CVE but urgent
print(priority(9.0, False, False)) # critical but isolated

Software Bill of Materials

An SBOM lists every component and version in your software. When a new CVE drops, an SBOM lets you instantly answer: are we affected, and where?

Integrating into CI/CD

In DevSecOps, vulnerability scanning runs automatically on every build: dependency scanning, container image scanning, and IaC scanning. Builds can fail when a new critical issue is found, shifting detection left.

Remediation Options

Remediation is not always a patch. Your options are:

  • Patch or upgrade the component
  • Mitigate with a workaround or compensating control
  • Accept the risk formally if impact is low

Track each decision with an owner and a deadline.

SLAs and Metrics

Define remediation SLAs by severity (for example, critical within days, high within weeks). Track metrics like mean time to remediate so the program improves measurably over time.

Feeding Incident Response

Vulnerability data and threat intel inform incident response: knowing which CVEs are exploited helps responders recognize attacks faster and patch the right systems first during an incident.

Quick Check

Test your understanding of vulnerability management.

Recap

You learned the vulnerability management lifecycle, how to read CVSS, and how threat intelligence and SBOMs enable risk-based prioritization. Integrating scanning into CI/CD, setting remediation SLAs, and feeding incident response close the loop in a mature DevSecOps program.

Frequently asked questions

Is the “Threat Intelligence & Vulnerability Management” lesson free?

Yes — the full text of “Threat Intelligence & Vulnerability Management” is free to read here on the web, and the Secure Coding & OWASP Top 10 for Backend course includes 4 lessons in total. To practise it interactively (a built-in code editor and a 24/7 AI tutor) and unlock the rest of the Secure Coding & OWASP Top 10 for Backend course, upgrade to CoddyKit PRO.

What will I learn in “Threat Intelligence & Vulnerability Management”?

Learn how to track vulnerabilities, prioritize them with CVSS and threat intelligence, and run a continuous remediation lifecycle in a DevSecOps pipeline. You practise Secure Coding & OWASP Top 10 for Backend with hands-on code you run directly in the browser, and a 24/7 AI tutor answers your questions as you work through the lesson.

Do I need any experience to start Secure Coding & OWASP Top 10 for Backend?

No prior experience is required. Secure Coding & OWASP Top 10 for Backend on CoddyKit is structured for beginners through advanced learners; this is — lesson 4 of 4, so you can start here or from the beginning and move at your own pace.

How long does the “Threat Intelligence & Vulnerability Management” lesson take?

Most CoddyKit lessons take about 5–10 minutes. Each one is bite-sized and interactive, so you make steady progress and pick up exactly where you left off across the web and the app.

Can I write and run code in this Secure Coding & OWASP Top 10 for Backend lesson?

Yes. Every Secure Coding & OWASP Top 10 for Backend lesson includes a built-in code editor, so you write and run real code right in your browser and get instant AI feedback — no local setup required.

All lessons in this course

  1. Integrating Security into CI/CD (DevSecOps)
  2. Security Testing (SAST, DAST, IAST)
  3. Incident Response & Disaster Recovery
  4. Threat Intelligence & Vulnerability Management
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