facehuggershield 0.1.13

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Facehugger Shield

Facehugger Shield automatically locks down operations for specific modules. It was designed to non-destructively restrict access to the Huggingface library, but can be used with any library.

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Usage

Facehugger Shield was specifically designed to override Huggingface libraries, so the following examples show how to do that.

Install with Huggingface libraries (or any other library you want to restrict).

pip install facehuggershield

Import in your application's main entry file (e.g. main.py), import facehuggershield before importing any other libraries.

import facehuggershield.huggingface

activate()

Now you can use Huggingface libraries without worrying about telemetry, networking or file writes.

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Settings

See the activate function in the huggingface/init.py file.

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How it works

Facehugger Shield uses nullscream to intercept blacklisted modules and return Noop modules in their place. The noop modules are empty classes with functions that return Magic noop classes. The magic class functions in turn respond with Magic classes.

This allows anything on the blacklist to be importable, but not executable.

By overriding certain functions in the transformers library, Facehugger is able to prevent the use of Huggingface Hub.

Facehugger Shield also makes use of darklock to lock down network services, and shadowlogger to intercept and reroute logs.

These libraries are combined under defendatron, a simple coordinator library.

Facehugger Shield contains all of the required settings for defendatron, as well as the best Huggingface Library settings for privacy.