Semi – Chaotic Mutual Learning Platform for Key – Exchange Algorithm Using Neural Network

Abstract

Neural network has been emerged the cryptography field as efficient tool forboth cryptanalysis and cryptography due to its amazing ability to explore solutionspace for a given problem. One of the latest observations for the behavior of neuralnetworks is its ability to synchronize itself to other neural network based on mutuallearning rules; this phenomenon has been under the focus of specialist incryptographic field due to its significant usage as highly secure key exchangealgorithm.This paper is presenting new approach to drive the synchronization based onsemi-chaotic mutual learning, where the output of each neural network will beextracted through non-linear mapping to memory filled with balanced number of1's and 0's as this paper will demonstrate.