PassGAN

PassGAN

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

This repository contains code for the PassGAN: A Deep Learning Approach for Password Guessing paper.

The model from PassGAN is taken from Improved Training of Wasserstein GANs and it is assumed that the authors of PassGAN used the improved_wgan_training tensorflow implementation in their work. For this reason, I have modified that reference implementation in this repository to make it easy to train (train.py) and sample (sample.py) from. This repo contributes:

• A command-line interface
• A pretrained PassGAN model trained on the RockYou dataset