DL-Password
Recent lists
- http://www.csdn.net/article/2015-08-28/2825569
- http://www.csdn.net/article/2015-09-14/2825693
- http://blog.csdn.net/mydear_11000/article/details/52776295
- stanford
Machine Learning, Hack Passwords
- blog: https://medium.com/technology-invention-and-more/machine-learning-ashley-madison-passwords-a45c1702b953#.awagqfpib
- predict the next words in a sentence (tutorial, tensorflow, word2vec https://www.tensorflow.org/versions/master/tutorials/word2vec/)
- Question: can a deep learning model exploit regularities in sentences to guess the passwords that are considered safe?
- for example, give the first, third, fourth character to predict the password
RNN-Passwords
- blog: https://0day.work/using-neural-networks-for-password-cracking/
- char-rnn: https://github.com/karpathy/char-rnn
- github: https://github.com/gehaxelt/RNN-Passwords
Fast, Lean, and Accurate: Modeling Password Guessability Using Neural Networks
Password Analysis of 2 Million Hijacked Password
- blog: http://www.datasciencecentral.com/profiles/blogs/password-and-hijacked-email
- github: https://github.com/jhli973/Incubator/blob/master/hijackedemail/Password%20and%20hijacked%20email.ipynb
Deep Learning Tutorial
- ./DeepLearningBook.pdf
- homepage: http://www.deeplearningbook.org/
- chinese: https://github.com/exacity/deeplearningbook-chinese
- https://github.com/ahangchen/GDLnotes
How to implenment a Deep Learning System
Ref to above RNN-Passwords and https://github.com/karpathy/char-rnn which implenmented by lua.
Ideas
- other sequence to sequence model or neural language model