1. Building and Maintaining Asset Inventories
4 lessonsLearn to discover, catalog, and continuously update the systems, services, and dependencies that form your attack surface.
2. Collecting and Normalizing Vulnerability Data
4 lessonsAggregate vulnerability information from scanners, advisories, threat feeds, and internal testing into a unified view.
3. Risk-Based Prioritization Beyond CVSS Scores
5 lessonsRank vulnerabilities using exploitability, exposure, threat activity, and business impact rather than severity alone.
4. Designing Remediation Workflows and Patch Cycles
5 lessonsCoordinate patching, configuration changes, and compensating controls across teams while minimizing service disruption.
5. Verification and Measuring Program Effectiveness
4 lessonsConfirm that fixes are deployed correctly and track metrics that demonstrate risk reduction over time.
6. Vulnerability Management in Cloud and Container Environments
4 lessonsExtend vulnerability management practices to ephemeral infrastructure, container images, and infrastructure as code.
7. Vulnerability Management for AI-Enabled Systems
5 lessonsApply vulnerability management principles to model endpoints, retrieval systems, and AI-specific attack surfaces.
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