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neural-cryptanalysis

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cahlen / keeloq-python

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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

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