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

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, DOI

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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.

Item Type: Article
Funders: University of Malaya, Frontier Research Grant 2017, Grant No. FG037-17AFR
Uncontrolled Keywords: Bidirectional associative memory; Dynamical signal; Neural networks; Secure; Sound record data
Subjects: Q Science > Q Science (General)
Q Science > QA Mathematics
Divisions: Faculty of Science > Institute of Mathematical Sciences
Depositing User: Ms. Juhaida Abd Rahim
Date Deposited: 08 Apr 2020 05:19
Last Modified: 08 Apr 2020 05:19

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