advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch
This is an incremental contribution, providing a software tool for researchers and practitioners working on adversarial machine learning.
The authors introduced advertorch, a toolbox for adversarial robustness research that provides implementations for attacks, defenses, and robust training methods, built on PyTorch to offer concise and efficient reference code.
advertorch is a toolbox for adversarial robustness research. It contains various implementations for attacks, defenses and robust training methods. advertorch is built on PyTorch (Paszke et al., 2017), and leverages the advantages of the dynamic computational graph to provide concise and efficient reference implementations. The code is licensed under the LGPL license and is open sourced at https://github.com/BorealisAI/advertorch .