English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Tools annual

Global: Zendy Free Plan

Global: Zendy Tools monthly

Global: Zendy Plus monthly

In this paper, a multilayer perceptron guided key generation forencryption/decryption (MLPKG) has been proposed through recursive replacementusing mutated character code generation for wireless communication ofdata/information. Multilayer perceptron transmitting systems at both endsaccept an identical input vector, generate an output bit and the network aretrained based on the output bit which is used to form a protected variablelength secret-key. For each session, different hidden layer of multilayerneural network is selected randomly and weights or hidden units of thisselected hidden layer help to form a secret session key. The plain text isencrypted using mutated character code table. Intermediate cipher text is yetagain encrypted through recursive replacement technique to from nextintermediate encrypted text which is again encrypted to form the final ciphertext through chaining, cascaded xoring of multilayer perceptron generatedsession key. If size of the final block of intermediate cipher text is lessthan the size of the key then this block is kept unaltered. Receiver will useidentical multilayer perceptron generated session key for performingdeciphering process for getting the recursive replacement encrypted cipher textand then mutated character code table is used for decoding. Parametric testshave been done and results are compared in terms of Chi-Square test, responsetime in transmission with some existing classical techniques, which showscomparable results for the proposed technique.

Multilayer Perceptron Guided Key Generation Through Mutation with Recursive Replacement in Wireless Communication (MLPKG)