InteractiveAdversarialExamples

An interactive site for exploring adversarial attacks on deep neural networks in real-time.

This site is available at: https://benmcfadyen.github.io/InteractiveAdversarialExamples/

Prerequisites

Angular CLI version 7.2.3.

Local Installation

1. Clone this repo:

git clone https://github.com/BenMcFadyen/InteractiveAdversarialExamples

2. cd into the repo and install dependencies:

npm i

3. Run!

ng serve --open

Built With

• Angular - The web framework used
• TensorFlow.js - Machine Learning framework used

Acknowledgments

• AdVis.Js - For providing the FGSM algorithm