What can a model card tell you about security, and what can't it?
A model card explains intended use, data and evaluation. It does not prove where a model came from. Use it as a checklist, then add integrity checks.
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.
A model card explains intended use, data and evaluation. It does not prove where a model came from. Use it as a checklist, then add integrity checks.
A hands-on checklist for downloaded model weights: prefer safetensors, never unpickle untrusted files, pin revisions, verify signatures, record provenance.
MITRE ATLAS is a public knowledge base of adversary tactics against AI systems. See how it is organized and which techniques to map your defenses to first.
Teams treat ATLAS as a checklist, map everything once, ignore detection and skip owners. Seven common mistakes and how to fix each one in your AI program.
Use MITRE ATLAS as a checklist, not a poster. Map your AI system to tactics, pick ten techniques that apply, then give each a control and a log source.
MCP gives an AI agent tools, so permissions and trust set the blast radius. Use tool allowlists, human approval, scoped tokens and wary local servers.
A practical checklist for MCP servers and clients: token audience, per-tool permissions, confirmations, local server consent and SSRF. From the spec.
Seven MCP mistakes drawn from the official spec, from broad scopes to token passthrough to local servers run without review, with a fix list for each.
OWASP LLM10 covers floods, denial of wallet and model extraction. A defensive plan: the fields to log, the alerts to set and the limits to enforce.
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