Reachability analysis for prioritizing vulnerabilities
Reachability analysis cuts vulnerability noise by 70-90% by tracing which CVEs are actually callable from your code, not just present in your dependency tree.
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.
Reachability analysis cuts vulnerability noise by 70-90% by tracing which CVEs are actually callable from your code, not just present in your dependency tree.
AVD powers Trivy's scan results, but it's a curated aggregator, not a primary source. Here's how it differs from NVD, where its gaps are, and how to close them.
Trivy's CVE data comes from NVD, GHSA, and distro trackers compiled into a periodic snapshot — not kube-hunter. Here's how the pipeline really works, and where it lags.
A stack-based buffer overflow in FortiVoice and FortiMail web portals lets unauthenticated attackers execute root commands over HTTPS.
A hardcoded JSON Web Token in Cisco's Wireless LAN Controller gives unauthenticated attackers a path to root via arbitrary file upload.
A critical SSRF vulnerability in Commvault Command Center allowed unauthenticated attackers to achieve remote code execution on backup infrastructure. CISA added it to the KEV catalog.
CVE-2024-21591 was an out-of-bounds write in Juniper Junos OS that affected core routing infrastructure. The technical details and what defenders should take away in 2026.
A critical file upload vulnerability in SAP NetWeaver Visual Composer was exploited to deploy web shells on enterprise SAP systems. The flaw required no authentication and scored 10.0 on CVSS.
A maximum-severity vulnerability in Erlang/OTP's SSH server allowed unauthenticated remote code execution. Any system running Erlang's built-in SSH daemon was at risk, including telecom infrastructure.
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