neural-cryptanalysis

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cahlen / keeloq-python

Algebraic + neural differential cryptanalysis of reduced-round KeeLoq (2026 modernization of a 2015 SAT-only effort). Full 64-bit key recovery in <1s at 64 rounds via XOR-aware CryptoMiniSat; Gohr-style PyTorch ResNet distinguisher hybrid on CUDA.

python security machine-learning cryptography cryptanalysis cipher reverse-engineering pytorch sat-solver cryptominisat keeloq differential-cryptanalysis gohr neural-cryptanalysis

Updated Apr 23, 2026
Python

WrTheta / present-neural-differential-cryptanalysis

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This repository implements the proposed Neural Differential Cryptanalysis framework on the lightweight block cipher PRESENT.

feature-selection key-recovery present-cipher neural-cryptanalysis

Updated Aug 23, 2026
Python

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