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Journal of Emerging Trends in Computing and Information Sciences >> Call for Papers Vol. 8 No. 3, March 2017

Journal of Emerging Trends in Computing and Information Sciences

Neural Network Synchronization Protocol

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Author Jiri Giesl, Radim Pisan
ISSN 2079-8407
On Pages 1-4
Volume No. 4
Issue No. 1
Issue Date February 01, 2013
Publishing Date February 01, 2013
Keywords Neural network, synchronization, secure messaging, cryptographic protocol, communication protocol, shared secret, tree parity machines


Abstract

This work deals with the design of secure communication protocol based on neural network synchronization. Protocol is built on the application-layer of the OSI upon TCP/IP. Server and each connected client must create special type of neural network called Tree Parity Machine then compute outputs of their neural networks and iteratively exchange those outputs through the public channel. After some time neural networks will become synchronized that way and will share secret information. Symmetric key which is then used for encrypting subsequent communication is derived from that shared secret by standard hash algorithm.
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