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AI Security

OWASP LLM Top 10 or Agentic Top 10: which should you map tools to?

Map tools to the OWASP LLM Top 10 for model-centred apps and to the Agentic Top 10 when software plans and acts. Many teams need both, so check design.

Oct 18, 20264 min read
AI Security

A tool says it covers the OWASP LLM Top 10. What should you ask?

The ten OWASP LLM Top 10 2025 categories, and six questions that turn a vague coverage claim into something you can verify before you buy it.

Oct 18, 20263 min read
AI Security

Opt out, delete or go incognito: which one protects what

A decision guide to the privacy controls in consumer AI chat tools, from Claude and Gemini docs: training opt-out, delete, incognito and unsharing.

Oct 18, 20263 min read
AI Security

What is NIST SP 800-218A and does it replace the SSDF for AI?

SP 800-218A is an SSDF community profile for generative AI and dual-use foundation models. It adds to the SSDF, it does not replace it. Who it is for.

Oct 18, 20263 min read
AI Security

What NIST's agent hijacking tests showed about repeated attacks

NIST's CAISI tested agent hijacking and found new attacks far outperformed known ones, and that retries raised success. What to change in your own tests.

Oct 18, 20263 min read
AI Security

NCSC on prompt injection: why it is not SQL injection

The UK NCSC says prompt injection may never be fully fixed. What that means for how you design agents, and the four actions it recommends you take.

Oct 18, 20263 min read
AI Security

How do the NCSC secure AI guidelines map to what you should buy?

The NCSC secure AI development guidelines have four stages. Map each stage to a control you can check in a product, from threat modelling to monitoring.

Oct 18, 20263 min read
AI Security

A vendor updated its AI model: how do you check nothing regressed?

Keep a frozen test set, rerun it after each model or setting change, compare with the last accepted results, and ask for notice and pinning in contracts.

Oct 18, 20264 min read
AI Security

Model file extensions and what each can do: a quick risk table

Which model files can run code when loaded? A quick table for .bin, .pt, .h5, .keras, SavedModel, .onnx and .safetensors, with sources and review advice.

Oct 18, 20264 min read

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