The authors apply mutual information neural estimation and a binary classifier to empirically test encryption schemes, finding deterministic ciphers and faulty modes are distinguishable.
Salsa: Attacking lattice cryptography with transformers,
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Cryptanalysis via Machine Learning Based Information Theoretic Metrics
The authors apply mutual information neural estimation and a binary classifier to empirically test encryption schemes, finding deterministic ciphers and faulty modes are distinguishable.