Crypto and CryptoML

CRYPTO BACKGROUND

My slides on Crypto http://www.cs.umd.edu/~gasarch/COURSES/456/F20/slides.html

ML BACKGROUND

A Website about Reinforment learning https://github.com/aikorea/awesome-rl

Stanford lecture for understanding ML basics VIDEO

Walkthrough of Tensorflow RNN code. PAPER

Article about using RNNs to crack the Enigma cipher. PAPER

Using RNNs to crack morse code. PAPER

Tensorflow documentation for RNNs. PAPER

PAPERS ABOUT ML/CRYPTO

Pseudorandom Number Gen Using Binary RNNs

Psuedo Random Number Gen Through RL and RNNs

Extracting Info from Encrypted Data Using Deep NNs

When ML meet Crypto

Neural Cryptoanalysis of Classic Ciphers

David Z's exposition of Neural Cryptoanalysis of Classic Ciphers