AI Security
Per-Scan Token Cost: Griffin AI vs Mythos
Tiered models and a deterministic engine cut token consumption to the moments that need reasoning. Pure-LLM tools pay full price for every trivial check.
Jan 11, 20266 min read
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Supply Chain Security, in plain English.
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.
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Griffin AI vs xAI Grok for Security
Jan 11, 20267 min read
Vulnerability Analysis
Alibaba fastjson deserialization RCE (CVE-2022-25845)
A critical AutoType-bypass RCE in Alibaba fastjson (CVSS 9.8, EPSS ~99th pct) hits any app parsing untrusted JSON. Here's how to detect and fix it.
Jan 11, 20267 min read
Cloud Security
Managing and securing GCP service account keys
A practical, step-by-step guide to GCP service account key security: disable key creation, adopt impersonation, rotate remaining keys, and monitor for misuse.
Jan 11, 20268 min read
Vulnerability Analysis
Struts2 REST plugin XStream deserialization RCE (CVE-2017-9805)
CVE-2017-9805 lets attackers RCE Struts2 REST APIs via unsafe XStream XML deserialization. Learn impact, affected versions, and remediation steps.
Jan 11, 20267 min read
Cloud Security
What Software Delivery Shield does for end-to-end supply ...
A breakdown of what Google Cloud's Software Delivery Shield actually does — SLSA provenance, SBOM generation, Binary Authorization — and where its coverage gaps still leave supply chains exposed.
Jan 11, 20267 min read
Vulnerability Analysis
Apache Commons Collections deserialization gadget RCE (CVE-2015-7501)
A decade-old Apache Commons Collections deserialization gadget chain still enables unauthenticated RCE across legacy Java middleware. Here's how to find and fix it.
Jan 11, 20268 min read
SBOM
Generating SBOMs and provenance with GCP Artifact Analysis
A step-by-step guide to GCP SBOM generation using Artifact Analysis: scan container images, export SPDX/CycloneDX SBOMs, and attach SLSA provenance attestations.
Jan 11, 20267 min read
Vulnerability Analysis
GitLab ExifTool RCE (CVE-2021-22205)
CVE-2021-22205 let attackers RCE self-managed GitLab via a malicious ExifTool-parsed upload — no auth required. Here's the timeline and fix.
Jan 11, 20268 min read
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