Start building your robust models with DeepRobust!

DeepRobust is a pytorch adversarial learning library, which contains most popular attack and defense algorithms in image domain and graph domain.

Installation

• Installation

Graph Package

• Graph Dataset
• Introduction to Graph Attack with Examples
• Introduction to Graph Defense with Examples
• Using PyTorch Geometric in DeepRobust
• Node Embedding Attack and Defense

Image Package

• Image Attack and Defense

Package API

Image Package

• deeprobust.image.attack package
• deeprobust.image.defense package
• deeprobust.image.netmodels package

Graph Package

• deeprobust.graph.global_attack package
• deeprobust.graph.targeted_attack package
• deeprobust.graph.defense package
• deeprobust.graph.data package

Indices and tables

• Module Index
• Search Page