AI Security Tools

Inspect models, protect sensitive data, and check AI safeguards.

Choose a tool for the layer you need to protect: the artifacts you download, the information you send to models, or the inputs and outputs your application accepts.

4 resources

Guardrails AI Python Framework
A Python framework for validating model inputs and outputs and enforcing structured responses.
Guardrails AI · Open-source framework
ModelScan
A pre-load scanner that flags suspicious constructs in supported machine learning model files.
Protect AI · Open-source software
Safetensors
A format and library for distributing tensor weights without loading Python pickle objects.
Safetensors contributors · Open-source format and library
Sigstore Cosign
Sign and verify container images and other artifacts used in AI deployment pipelines.
Sigstore · Open-source software