ALICE: An Interpretable Neural Architecture for Generalization in Substitution Ciphers

Jeff Shen, Lindsay M. Smith

We present cryptogram solving as an ideal testbed for studying neural network reasoning and generalization; models must decrypt text encoded with substitution ciphers, choosing fro…