Deep Learning based Differential Classifier of PRIDE and RC5

ePrint Report: Deep Learning based Differential Classifier of PRIDE and RC5

Debranjan Pal, Upasana Mandal, Abhijit Das, Dipanwita Roy Chowdhury

Deep learning-based cryptanalysis is one of the emerging
trends in recent times. Differential cryptanalysis is one of the most po-
tent approaches to classical cryptanalysis. Researchers are now modeling
classical differential cryptanalysis by applying deep learning-based tech-
niques. In this paper, we report deep learning-based differential distin-
guishers for block cipher PRIDE and RC5, utilizing deep learning models:
CNN, LGBM …

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