Application of Neural Networks to Power Analysis

Abstract

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Applications of Neural Network-Based AI in Cryptography

“…Without much surprise, vanilla ANNs were applied very early in all areas of cryptology, including side-channel attacks [43], random number generation [44], recovery of plaintext [45], generation of ciphertext without the key [46], cryptanalysis of symmetric ciphers [47][48][49], and hash and message authentication functions [50]. Attempts have also be made to implement ciphers as ANNs [51].…”