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Python deep learning program using Transformer models for human-like password generation and guessing, created from scratch as an alternative to the PassGAN approach (Hitaj et al., 2019).

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Sheikyon/TorchPass

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TorchPass

Python deep learning program using Transformer models for human-like password generation and guessing, created from scratch as an alternative to the PassGAN approach by Hitaj et al., 2019.

Features

  • Generate human-like passwords using local LLMs (GGUF via llama.cpp or Transformers models).
  • Supports custom prompts in .json or .md format.
  • Simple interactive menu to select models and prompts.
  • Outputs passwords to clean .txt files.

Installation

git clone https://github.com/Sheikyon/TorchPass.git
cd torchpass
pip install -r requirements.txt
python run.py

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Python deep learning program using Transformer models for human-like password generation and guessing, created from scratch as an alternative to the PassGAN approach (Hitaj et al., 2019).

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