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.
CVE-2021-21285 lets a crafted container image crash Docker Engine before 20.10.3. Affected versions, severity, timeline, and remediation steps.
An AI bill of materials (AIBOM) inventories the models, data, and dependencies behind an AI system. Here's what it is and why enterprises need one.
CVE-2021-21284 let remapped-root containers escalate to real host root, defeating Docker's userns-remap isolation. Here's the full breakdown and fix.
Real incidents show malicious Hugging Face models evading scanners with pickle exploits and reverse shells. Here's what teams need to know before the next pull.
Prototype pollution has hit lodash, jQuery, minimist, hoek, and immer since 2018. Here's how the bug works and why it keeps coming back in npm.
CVE-2025-32434 shows PyTorch's "safe" weights_only loading could still be bypassed for code execution — a pickle deserialization vulnerability with real supply-chain consequences.
Path traversal (CWE-22) has powered CVEs from Apache to Citrix to F5. Here's how it works, real breaches, and how to stop it.
Slopsquatting attacks turn AI-hallucinated package names into real supply chain threats. Here's how it works, the numbers behind it, and how Safeguard stops it.
SSRF turns a server into an attacker's proxy into your internal network. Here's how it works, what Capital One's breach taught the industry, and how to stop it.
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