vulnerability-management
Safeguard articles tagged "vulnerability-management" — guides, analysis, and best practices for software supply chain and application security.
689 articles
How Snyk Container maps vulnerabilities to specific image...
How Snyk Container uses OCI manifest metadata, diff_ids, and Dockerfile history to trace a vulnerable package to the exact layer and build instruction that introduced it.
How Snyk Container's Base Image filter isolates OS-level ...
How Snyk Container's Base Image filter separates OS-level vulnerabilities from application dependencies, how it identifies base images, and where attribution breaks down.
How Snyk Container integrates with Kubernetes workloads f...
How Snyk Container's Kubernetes integration uses a read-only controller to continuously re-check running workload images as new CVEs are disclosed.
AppSec program consolidation: reducing tool sprawl
AppSec tool sprawl is a consolidation problem, not just a vendor-count problem. A look at Black Duck's product lineage versus Safeguard's unified scanning pipeline.
Can AI write secure code? Auditing AI-generated code
AI writes code fast, but studies from 2021 to 2025 show it also reproduces insecure patterns and invents fake dependencies. Here's what the data says.
Enterprise AppSec risk management at scale
Black Duck built its platform on decades of license-compliance SCA and acquired tools. Safeguard built a unified, reachability-aware supply-chain risk platform from day one.
How Snyk Container prioritizes OS package vulnerabilities...
A technical look at how Snyk Container ranks OS package vulnerabilities using exploit maturity signals, CVSS, and EPSS instead of severity alone.
How Snyk Container's automatic base image remediation PRs...
How Snyk Container's automatic base image remediation PRs pick replacement tags, what triggers them, and what they actually change in a Dockerfile.
How Snyk Container's exclude and allow policies reduce no...
Snyk Container's exclude and allow policies scope ignore rules to specific paths and layers, filtering base-image noise without hiding real application risk.
Patch Tuesday June 2026: ~200 Flaws, 6 Zero-Days, and a Wormable Kernel RCE
Microsoft's June 2026 Patch Tuesday is among the largest on record — roughly 200 fixes, six zero-days including one exploited in the wild, and a top-severity Windows Kernel RCE. Here's what actually matters.
Why Snyk's vulnerability database often reports issues be...
NVD's CVE enrichment pipeline has a well-documented backlog since 2024. Here's the mechanical reason Snyk's database often shows vulnerabilities weeks earlier.
How Snyk's Fix PRs mechanically differ from Upgrade PRs a...
Snyk's Upgrade, Fix, and Backlog PRs aren't interchangeable — each changes different files and carries different CI risk. Here's the mechanical breakdown.
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