Machine Learning based Cryptanalysis

The below work shows, for the first time, that machine learning based cryptanalysis can have a considerable advantage over classical methods.
  1. Zhenzhen Bao, Jian Guo, Meicheng Liu, Li Ma, and Yi Tu: Conditional Differential-Neural Cryptanalysis. https://eprint.iacr.org/2021/719