BAT v0.1.0

Black-box Adversarial Toolbox (BAT)

A Python Library for Deep Learning Security that focuses on Distributed Black-box attacks.

Installation

pip install blackbox-adversarial-toolbox

Usage (CLI)

Usage: bat [OPTIONS] COMMAND [ARGS]...

  The CLI tool for Black-box Adversarial Toolbox (BAT).

Options:
  --help  Show this message and exit.

Commands:
  api      Manage Cloud APIs
  attack   Manage Attacks
  example  Manage Examples

# List supported Cloud APIs
$ bat api list

# List supported attacks
$ bat attack list

# List examples
$ bat example list

Supported Cloud APIs:

• DeepAPI
• Google Cloud Vision
• Imagga

Supported Attacks

Local Search:

• SimBA Attack (Guo et al., 2019)
• Square Attack (Andriushchenko et al., 2020)

Gradient Estimation:

• Bandits Attack (Ilyas et al., 2019)

BAT v0.0.8

Black-box Adversarial Toolbox (BAT)

A python library for Distributed Black-box attacks against Deep Learning API services.

Currently supports:

• DeepAPI
• SimBA

Demo Application:

https://share.streamlit.io/wuhanstudio/bat-app