Suxyuuu/PagPassGPT

PagPassGPT: Pattern Guided Password Guessing via Generative Pretrained Transformer

PagPassGPT

PagPassGPT: Pattern Guided Password Guessing via Generative Pretrained Transformer

Paper: https://arxiv.org/abs/2404.04886v1

1 Environment

pip install torch transformers datasets

2 How to use

2.1 Train a PagPassGPT

Firstly, you should have a dataset of passwords, like rockyou or other datasets. And you should make sure the dataset contains only passwords.

Next, run the script to preprocess datasets.

sh ./scripts/preprocess.sh

Last, run the script to train.

sh ./scripts/train.sh

2.2 Generate passwords

sh ./scripts/generate.sh

In this shell, you can choose to use DC-GEN or not by changing just one line.