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.
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.
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.
DOM XSS, token storage, and API exposure don't show up in a server-side scan — here's a repeatable methodology for testing React, Vue, and Angular apps.
GitClear's 211M-line study found copy-pasted code rose from 8.3% to 12.3% of changes from 2020 to 2024 — even as AI reviewers flag more comments, the defects that matter most still slip through.
GitHub says Copilot Autofix resolves two-thirds of flagged vulnerabilities with little editing; Snyk claims 80% fix accuracy. Here's the pipeline behind both numbers.
Gartner coined the ASPM term in May 2023 and projects over 40% of organizations building software will adopt it by 2026 — here is what it actually does.
OWASP SAMM v2 scores 15 practices on a 0–3 scale; BSIMM15 measured 121 firms and found SCA adoption up 67%. Here's a five-stage model to self-assess against.
Gartner named Application Security Posture Management a category in May 2023 — three years later, most RFPs still can't distinguish a real ASPM from a dashboard bolted onto old scanners.
Gartner projects over 40% of organizations will adopt Application Security Posture Management by 2026 — here's what it actually aggregates and how to judge if yours is working.
Gartner defined ASPM in May 2023 as a correlation layer, not a rip-and-replace — here's how to fold it into a toolchain you already run.
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