vulnerability-management
Safeguard articles tagged "vulnerability-management" — guides, analysis, and best practices for software supply chain and application security.
689 articles
Why Most SBOMs Go Stale the Day They're Generated
SBOMs decay the moment they're generated because dependency trees shift daily. Here's why point-in-time SBOMs fail during real incidents—and what continuous generation requires.
Reachability Analysis in 2025: Separating Exploitable Vulnerabilities from Noise
Reachability analysis determines whether a vulnerable function is actually called by your application. The technology has matured from research concept to production tool. Here is how it works and where it falls short.
Go security cheat sheet for developers
A practical Go security cheat sheet: the real vulnerability classes, must-patch stdlib CVEs, and dependency scanning tactics developers need to know.
CVSS scoring explained, and where severity scores go wrong
CVSS score explained through a real case where CVSS, EPSS, and KEV disagreed, showing why severity alone misleads prioritization decisions.
PHP security best practices guide
A practical PHP security best practices guide covering SQL injection, deserialization RCE, upload hardening, dependency risk, and real exploited CVEs like CVE-2024-4577.
Federal Procurement Rules and Their Ripple Effect on Priv...
Federal rules from EO 14028 to FDA Section 524B and CMMC 2.0 have made SBOMs a procurement baseline — and the requirements are cascading into private-sector supply chains too.
From Inventory to Insight: Turning SBOM Data Into Priorit...
A complete SBOM often surfaces thousands of CVEs. Here's how reachability, exploitability, and business context turn that noise into a prioritized action plan.
ASPM vs Traditional Vulnerability Management: What Actual...
ASPM doesn't replace your scanners — it correlates their output with runtime reachability and ownership to cut a 10,000-finding backlog down to the handful that actually matter.
Best SBOM tools for automating bill-of-materials generation
A practical look at the best SBOM tools for 2026, comparing how Safeguard and Mend.io generate, format, and continuously update software bills of materials.
Why Alert Fatigue, Not Tool Gaps, Is the Real AppSec Bott...
AppSec teams don't fail from missing tools, they fail from thousands of unprioritized alerts. Here's why alert fatigue is the real AppSec bottleneck.
How Risk Scoring Models Differ Across AppSec Platforms
CVSS, EPSS, SSVC, and vendor priority scores all measure vulnerability risk differently. Here's how they diverge, with real numbers, and how reachability analysis cuts through the noise.
Benchmarking Mean Time to Remediate Across Company Size a...
MTTR benchmarks vary 2-5x by company size and industry. See how financial services, healthcare, and mid-sized firms compare — and what a realistic 2026 target looks like.
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