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.
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, 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.
A Cursor user's Supabase MCP server was tricked by a support ticket into exfiltrating an integration_tokens table. The bug was not in MCP. It was in the trifecta.
Fragmented SAST, SCA, and DAST tools cost more than three licenses — they cost analyst hours, slower remediation, and longer audits. Here's the real ROI math for consolidation.
High-velocity engineering teams accumulate the most security debt, not the least. Here's why speed hides risk — and how to catch it without slowing down.
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.
eBPF and OpenTelemetry are becoming AppSec's new runtime instrumentation layer, catching supply chain attacks like the xz backdoor that static scanners miss entirely.
The Node.js vm module runs code in a separate V8 context, but it is not a security sandbox. Here is why untrusted code can escape it and what to use instead.
An AIBOM extends the SBOM to models, datasets, and prompts. What goes in one, how CycloneDX 1.6 encodes it, and how to generate it in CI without a documentation project.
The archiver npm package builds zip and tar streams cleanly, but the real risks are on the extraction side and in its dependency tree. Here is how to use it safely.
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