vulnerability-management
Safeguard articles tagged "vulnerability-management" — guides, analysis, and best practices for software supply chain and application security.
635 articles
What CISA's Secure by Design Pledge Actually Requires
CISA's Secure by Design pledge asks 68+ vendors for measurable one-year progress on 7 goals. Here's what those goals mean for engineering teams.
Vulnerability fatigue and the case for risk-based prioritization
48,185 CVEs were published in 2025 alone. Most teams can't triage that volume — reachability and exploit maturity data show which ones actually matter.
CVE-2025-29927: inside the Next.js middleware auth bypass
A single spoofed header let attackers skip Next.js middleware entirely — CVSS 9.1, four major versions affected, exploited in the wild within days.
Why developers stop trusting AI-generated vulnerability fixes
Trust in AI-generated code fell to 29% in 2025, yet 84% of developers keep using it anyway — the gap is a UX problem, not a model problem.
The DevSecOps metrics that actually indicate program maturity
CISA's KEV directive now demands 3-day fixes for the riskiest bugs. Here's why raw finding counts are the wrong way to measure a DevSecOps program.
Reducing false positives in SAST and SCA tools
NIST benchmark data puts some SAST false-positive rates near 78%. Reachability analysis and contextual triage are how teams cut that noise without missing real risk.
SBOM-based blast radius analysis for vulnerable dependencies
An SBOM tells you what's inside one artifact. It takes a dependency graph across every service to know what breaks first when a library gets a CVE.
A prioritization framework for triaging security alerts at scale
Only 2.6% of CVEs tracked in 2019 saw real-world exploitation, per Kenna Security/Cyentia — yet most teams still triage by CVSS alone. Here's a better framework.
Autonomous Remediation FAQ: How Self-Healing Vulnerability Fixes Work
What autonomous remediation actually means in 2026 — how the detect-fix-validate-merge loop runs without a human bottleneck, where humans stay in control, and how to roll it out safely.
CVE vs CWE: What's the Difference?
A CVE identifies one specific vulnerability in one product; a CWE names the underlying type of weakness that caused it. Here's how the two systems differ and how they work together.
Log4Shell Explained: Root Cause and Complete Remediation
Log4Shell (CVE-2021-44228) hit CVSS 10.0 and is still exploited today. Here's how the attack works, why it lingers, and how to remediate it completely.
What Is Vulnerability Management? A Complete Explanation
Vulnerability management is the continuous, cyclical process of identifying, prioritizing, remediating, and verifying security weaknesses across your software and systems. Here's the full lifecycle and how to run it without drowning in findings.