Neural network (RNN) geneartor human-like passwords

Neural RNN network generator human passwords

Installation

Dependencies

1. Keras
2. numpy
3. matplotlib
4. Tensorflow-gpu
5. h5py (if you want to save your weighhts or model)
6. CuDNN and CUDA (if you want to run on GPU)
7. Python 3.6
8. TensorBoard

Datasets

For example, in data folder you can find dataset (ICQ passwords, VK5k pass, etc) You can use any dict, just add it to data

Setup

###Network.py

1. In tbCallBack function change log_dir param to your log directory.
2. Change path param to your dataset folder

Running

For running model just run it from PyCharm or from python console.

Test

I test this model on my notebook (MSI GP72 6QF-275XRU) with

1. CPU - Intel Core i7 5700HQ
2. GPU - NVIDIA GTX960m
3. OS - Win 10 Corporate
4. Python 3.6 from Anaconda
5. PyCharm 2017.3

I use last drivers for nvidia, CUDA 8, and CuDNN for CUDA 8