Securing Parameters for ML Models

Securing parameters for ML model deployments.

This code is used in this blog post.

Requirements

• Python 3

Installation

The Makefile included with this project contains targets that help to automate several tasks.

To download the source code execute this command:

git clone https://github.com/schmidtbri/securing-parameters-for-ml-models

Then create a virtual environment and activate it:

# go into the project directory
cd securing-parameters-for-ml-models

make venv

source venv/bin/activate

Install the dependencies:

make dependencies

Running the Unit Tests

To run the unit test suite execute these commands:

# first install the test dependencies
make test-dependencies

# run the test suite
make test

# clean up the unit tests
make clean-test