Model Scanner SaaS leverages the HiddenLayer AISec Platform Model Scanner to analyze Machine Learning Models.
Scanning a model file using Model Scanner SaaS can be done in the following ways.
Log in to the HiddenLayer Console and use the UI to scan a model files stored locally on your system or scan a model directly from a public repository on Hugging Face.
Use a Python SDK to scan a model file stored locally on your system or scan a model directly from a public repository on Hugging Face.
- HiddenLayer Python SDK: GitHub repository.
Use a REST API to scan a model file and perform other HiddenLayer AISec Platform actions without logging in to the Console. Model files can be stored locally on your system or scan a model directly from a public repository on Hugging Face.
- Model Scanner in HiddenLayer Developer Portal: Note: Requires a Console login.
For ease of use when scanning a model file, the Python SDK is recommended over the REST API.
You can view your scan results in the Console.