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AI Security

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.

Oct 18, 20265 min read
AI Security

Model supply chain: how do you handle pickle files and weights provenance?

A hands-on checklist for downloaded model weights: prefer safetensors, never unpickle untrusted files, pin revisions, verify signatures, record provenance.

Oct 18, 20264 min read
AI Security

What is MITRE ATLAS and which techniques matter to defenders?

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.

Oct 18, 20264 min read
AI Security

What mistakes do teams make when using MITRE ATLAS?

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.

Oct 18, 20264 min read
AI Security

How do defenders use MITRE ATLAS? A hands on checklist

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.

Oct 18, 20264 min read
AI Security

MCP server security: how to set tool permissions and decide trust

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.

Oct 18, 20265 min read
AI Security

How do you secure an MCP server: tool permissions and trust

A practical checklist for MCP servers and clients: token audience, per-tool permissions, confirmations, local server consent and SSRF. From the spec.

Oct 18, 20265 min read
AI Security

MCP server security: 7 permission and trust mistakes teams make

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.

Oct 18, 20264 min read
AI Security

What should you log and alert on for LLM unbounded consumption?

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.

Oct 18, 20265 min read

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