Key Generation and Certification using Multilayer Perceptron in Wireless communication(KGCMLP)

TL;DR

This paper proposes a key generation and certification method using multilayer perceptrons in wireless communication, involving synchronization, message integrity, and key certification, with results comparable to classical techniques.

Contribution

Introduces a novel KGCMLP technique that uses identical multilayer perceptrons for secure key generation and certification in wireless data transmission.

Findings

Parametric tests show comparable results to classical methods.

Synchronization and certification enhance security.

Identical weight vectors form encryption keys.

Abstract

In this paper, a key generation and certification technique using multilayer perceptron (KGCMLP) has been proposed in wireless communication of data/information. In this proposed KGCMLP technique both sender and receiver uses an identical multilayer perceptrons. Both perceptrons are start synchronization by exchanging some control frames. During synchronization process message integrity test and synchronization test has been carried out. Only the synchronization test does not guarantee the security for this reason key certification phase also been introduced in KGCMLP technique. After Key generation and certification procedure synchronized identical weight vector forms the key for encryption/decryption. Parametric tests have been done and results are compared with some existing classical techniques, which show comparable results for the proposed technique.