Vulnerability prioritization: moving beyond CVSS scores
CVSS scores flood teams with thousands of "Critical" findings, but fewer than 5% of CVEs are ever exploited. Here's how reachability and exploit data fix triage.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
CVSS scores flood teams with thousands of "Critical" findings, but fewer than 5% of CVEs are ever exploited. Here's how reachability and exploit data fix triage.
Why CVSS severity alone fails to prioritize vulnerabilities, how Trivy's default scoring falls short, and how EPSS, CISA KEV, and reachability data cut remediation backlogs by 95%+.
Container scanners like Trivy can return thousands of CVE findings per scan. Here's why most are noise, and how reachability and exploit data cut the list to what matters.
ASM and pen testing measure different things at different speeds. See how Safeguard's supply-chain-native ASM complements cloud-focused tools like Wiz—and manual testing.
Wiz secures your cloud footprint; Safeguard secures what ships into it. A 2026 comparison of attack surface management tools across supply chain vs. cloud scope.
Service-linked roles are the soft underbelly of AWS IAM. We catalogue the 2024-2025 abuse primitives and the detection queries that catch them.
ASM isn't just cloud exposure. See why discovery, monitoring, mapping, and reduction must extend into the software supply chain—and where tools like Wiz fall short.
A data-driven look at CVE trends from Q1 2026: publication volume, severity distribution, exploitation patterns, and what the shifts mean for defenders.
How security teams escape the four-figure vulnerability backlog using reachability analysis, automated PRs, and AI-driven triage that actually scales.
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