vulnerability-management
Safeguard articles tagged "vulnerability-management" — guides, analysis, and best practices for software supply chain and application security.
635 articles
What is EPSS (Exploit Prediction Scoring System)
EPSS scores every CVE's real-world exploit probability. Here's how the FIRST.org model works, how it differs from CVSS, and how to use it to triage faster.
Cloud Discovery and Exposure Management (CDEM): closing t...
Shadow cloud accounts hide the assets your CSPM never sees. Here's why CDEM closes that gap-and where tools like Prisma Cloud still fall short.
CVSS vs EPSS vs KEV: A 2026 Prioritization Guide
How CVSS, EPSS, and CISA KEV combine into a defensible vulnerability prioritization model for 2026, with concrete thresholds and operational guidance.
DevOps vs DevSecOps
DevOps ships code fast; DevSecOps ships it safely. Here's the concrete difference, backed by real breach data, costs, and pipeline mechanics.
CISA KEV Catalog Growth Analysis 2025-2026
A data-grounded analysis of CISA Known Exploited Vulnerabilities catalog growth through 2025 and 2026, and the operational implications for defenders.
Triage Time Economics: Cost Per Finding
Most security teams have no idea what triage actually costs them. Here is how to calculate cost per finding and drive it down with reachability and AI.
What is a Software Bill of Materials (SBOM)
An SBOM is a machine-readable inventory of every software component and dependency. Learn what it contains, why it matters, and how Safeguard uses it.
CycloneDX vs SPDX: SBOM Formats Compared
CycloneDX vs SPDX: how the two SBOM formats differ in vulnerability data, licensing, regulatory recognition, and conversion — and which to pick.
Prioritising CVE Patches With Reachability, Not CVSS Alone
CVSS by itself produces a queue ordered by hypothetical severity. Reachability orders by actual exposure. Mixing the two correctly is where mature programs land.
What is Software Supply Chain Security
SolarWinds, Log4Shell, and XZ Utils show why software supply chain security now spans code, dependencies, and build pipelines alike.
Zero-day vulnerabilities: what they are and how to protec...
Zero-days can't be patched before they're exploited. See how Log4Shell, MOVEit, and the XZ backdoor happened, and what real zero-day vulnerability protection requires.
What Are Transitive Dependencies
Transitive dependencies are the packages your code never directly imports but inherits anyway — and where 84% of open source CVEs actually live.