Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs

In this work, the problem of N sound record data (audio) encryption based on double-key secure is proposed. The first key is the math tricks to cumulate N audio files in a single file. The second key is the values of the parameters A,B,D,A~,B~,D~, of the constructed drive-response bidirectional asso...

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Main Authors: Kalpana, Muthusamy, Ratnavelu, Kurunathan, Balasubramaniam, Pagavathi, Othman, Wan Ainun Mior
Format: Article
Published: Springer Verlag 2019
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Online Access:http://eprints.um.edu.my/24170/
https://doi.org/10.1007/s11063-019-10067-z
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spelling my.um.eprints.241702020-04-08T05:19:10Z http://eprints.um.edu.my/24170/ Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs Kalpana, Muthusamy Ratnavelu, Kurunathan Balasubramaniam, Pagavathi Othman, Wan Ainun Mior Q Science (General) QA Mathematics In this work, the problem of N sound record data (audio) encryption based on double-key secure is proposed. The first key is the math tricks to cumulate N audio files in a single file. The second key is the values of the parameters A,B,D,A~,B~,D~, of the constructed drive-response bidirectional associative memory neural networks to be found by suitable Lyapunov–Krasovskii functional and satisfying the linear matrix inequality to obtain the dynamical signal (irregular), which are used to encrypt an audio file. Further, the key sensitivity of 1 e- 10 of the proposed method are large adequate key space to make hacker’s attack infeasible. Numerical simulations, cryptanalysis of the proposed scheme are provided to show the best performance. © 2019, Springer Science+Business Media, LLC, part of Springer Nature. Springer Verlag 2019 Article PeerReviewed Kalpana, Muthusamy and Ratnavelu, Kurunathan and Balasubramaniam, Pagavathi and Othman, Wan Ainun Mior (2019) Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs. Neural Processing Letters, 50 (3). pp. 2925-2944. ISSN 1370-4621 https://doi.org/10.1007/s11063-019-10067-z doi:10.1007/s11063-019-10067-z
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic Q Science (General)
QA Mathematics
spellingShingle Q Science (General)
QA Mathematics
Kalpana, Muthusamy
Ratnavelu, Kurunathan
Balasubramaniam, Pagavathi
Othman, Wan Ainun Mior
Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs
description In this work, the problem of N sound record data (audio) encryption based on double-key secure is proposed. The first key is the math tricks to cumulate N audio files in a single file. The second key is the values of the parameters A,B,D,A~,B~,D~, of the constructed drive-response bidirectional associative memory neural networks to be found by suitable Lyapunov–Krasovskii functional and satisfying the linear matrix inequality to obtain the dynamical signal (irregular), which are used to encrypt an audio file. Further, the key sensitivity of 1 e- 10 of the proposed method are large adequate key space to make hacker’s attack infeasible. Numerical simulations, cryptanalysis of the proposed scheme are provided to show the best performance. © 2019, Springer Science+Business Media, LLC, part of Springer Nature.
format Article
author Kalpana, Muthusamy
Ratnavelu, Kurunathan
Balasubramaniam, Pagavathi
Othman, Wan Ainun Mior
author_facet Kalpana, Muthusamy
Ratnavelu, Kurunathan
Balasubramaniam, Pagavathi
Othman, Wan Ainun Mior
author_sort Kalpana, Muthusamy
title Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs
title_short Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs
title_full Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs
title_fullStr Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs
title_full_unstemmed Double-Key Secure for N-1-N Sound Record Data (SRD) by the Drive-Response of BAM NNs
title_sort double-key secure for n-1-n sound record data (srd) by the drive-response of bam nns
publisher Springer Verlag
publishDate 2019
url http://eprints.um.edu.my/24170/
https://doi.org/10.1007/s11063-019-10067-z
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score 13.160551