Performance Evaluation of Audio Encryption and Scrambling Algorithms
DOI:
https://doi.org/10.69996/fmep.2026005Keywords:
Audio Encryption, Scrambling, Chaos Theory, Advanced Encryption Standard (AES), Information Security, NPCR, UACI.Abstract
With the rapid growth of digital communication networks, multimedia data security has become a critical and inescapable requirement for applications such as secure voice communication, military systems, teleconferencing, and telephone banking. Audio signals inherently contain massive data sizes and exhibit a high degree of strong sample correlation, rendering them highly vulnerable to statistical attacks and unauthorized eavesdropping. Conventional block cipher encryption techniques often require extensive computational power and consume excessive energy, making them fundamentally unsuitable for real-time, large-scale audio applications. To address these profound limitations, this study presents a comprehensive and rigorous performance evaluation of various audio security algorithms, specifically focusing on Audio Scrambling, Chaos-based Encryption, and AES-style multi-round Encryption. Evaluated on both synthetic and real-time continuous audio signals, the algorithms are analysed using stringent cryptographic security metrics including the Number of Pixels Change Rate (NPCR), Unified Average Changing Intensity (UACI), Information Entropy, and adjacent sample Correlation Coefficients. The mathematical and experimental results demonstrate that while time-domain scrambling provides basic structural security with minimal computational overhead, chaos-based techniques offer a vastly superior balance, achieving high security and diffusion with optimally low processing times.
References
[1] A. Maity and B. C. Dhara, “An Audio Encryption Scheme Based on Empirical Mode
Decomposition and 2D Cosine Logistic Map,” IEEE Latin America Transactions, vol. 22, no. 4, pp.
267-275, April 2024.
[2] H. Aziz, S. M. M. Gilani, I. Hussain, A. K. Janjua and S. Khurram, “A noise-tolerant audio
encryption framework designed by the application of s8 symmetric group and chaotic systems,”
Mathematical Problems in Engineering, vol. 2021, pp. 1-15, 2021.
[3] E. A. Albahrani, T. K. Alshekly and S. H. Lafta, “A review on audio encryption algorithms using
chaos maps-based techniques,” Journal of Cyber Security and Mobility, pp. 53-82, 2022.
[4] C. Albin, D. Narayan, R. Varu and V. Thanikaiselvan, “Dwt based audio encryption scheme,”
2018 second international conference on electronics, communication and aerospace technology
(ICECA), pp. 920-924, 2018.
[5] H. Kakaei Kate, J. Razmara and A. Isazadeh, “A novel fast and secure approach for voice
encryption based on dna computing,” 3D Research, vol. 9, pp. 1-11, 2018.
[6] P. K. Naskar, S. Paul, D. Nandy and A. Chaudhuri,“DNA encoding and channel shuffling for
secured encryption of audio data,” Multimedia Tools and Applications, vol. 78, pp. 25019-25042,
2019.
[7] X. Wang and Y. Su, “An audio encryption algorithm based on dna coding and chaotic system,” IEEE Access, vol. 8, pp. 9260-9270, 2019.
[8] D. Shah, T. Shah and S. S. Jamal, “Digital audio signals encryption by mobius transformation and
henon map,” Multimedia systems, ´ vol. 26, pp. 235-245, 2020.
[9] F. Farsana, V. Devi and K. Gopakumar,“An audio encryption scheme based on fast walshhadamard
transform and mixed chaotic keystreams,” Applied Computing and Informatics, no. ahead-of-print,
2020.
[10] K. Sreenivasa Rao and P. Ramesh Reddy, “Multi-Band J-Shape MIMO Antenna Design For the
Microwave Communication,” Journal of Microwaves and Antenna Applications, vol. 1, no. 2, 2025.
[11] S. El-Zoghdy, H. S. El-sayed and O. S. Faragallah, “Transmission of chaotic-based encrypted audio
through ofdm,” Wireless Personal Communications, vol. 113, pp. 241-261, 2020.
[12] G. Kaur, K. Singh, and H. S. Gill,“Chaos-based joint speech encryption scheme using sha-1,”
Multimedia tools and applications, vol. 80, pp. 10927-10947, 2021.
[13] W. Dai, X. Xu, X. Song and G. Li,“Audio encryption algorithm based on chen memristor chaotic
system,” Symmetry, vol. 14, no. 1, p. 17, 2021.
[14] S. Adhikari and S. Karforma,“A novel audio encryption method using henon-tent chaotic pseudo
random number sequence,” International Journal of Information Technology, vol. 13, no. 4, pp.
1463-1471, 2021.
[15] A. H. Khaleel and I. Q. Abduljaleel,“A novel technique for speech encryption based on k-means
clustering and quantum chaotic map,” Bulletin of Electrical Engineering and Informatics, vol. 10,
no. 1, pp. 160-170, 2021.
[16] Nasreen and P. Muthukumar,“Secure audio signal encryption based on triple compoundcombination synchronization of fractional-order dynamical systems,” International Journal of
Dynamics and Control, vol. 10, no. 6, pp. 2053-2071, 2022.
[17] O. M. Al-Hazaimeh, A. A. Abu-Ein, K. M. Nahar and I. S. Al-Qasrawi, “Chaotic elliptic map for
speech encryption,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 25,
no. 2, pp. 1103-1114, 2022.
[18] R. Wu, S. Gao, X. Wang, S. Liu, Q. Li, U. Erkan and X. Tang,“Aea-ncs: An audio encryption
algorithm based on a nested chaotic system,” Chaos, Solitons & Fractals, vol. 165, p. 112770,
2022.
[19] A. Kumar and M. Dua, “Audio encryption using two chaotic map based dynamic diffusion and
double dna encoding,” Applied Acoustics, vol. 203, p. 109196, 2023.
[20] P. Sathiyamurthi and S. Ramakrishnan,“Speech encryption using hybrid-hyper chaotic system and
binary masking technique,” Multimedia Tools and Applications, vol. 81, no. 5, pp. 6331-6349,
2022.
[21] D. Shah, T. Shah, M. M. Hazzazi, M. I. Haider, A. Aljaedi and L. Hussain, “An efficient audio
encryption scheme based on finite fields,” IEEE Access, vol. 9, pp. 144385-144394, 2021.
[22] G. Li, X. Xu, and H. Zhong, “A image encryption algorithm based on coexisting multi-attractors in
a spherical chaotic system,” Multimedia Tools and Applications, vol. 81, no. 22, pp. 32005-32031,
2022.
[23] Aenugu Mahesh Reddy and N. Ramana Reddy, “Design and Evaluation of a Natural LanguageBased Chatbot for Smart Farming Advisory Services,” FMEP, vol. 1, no. 3, pp. 53–65, 2025
[24] H. Ge, G. Chen, H. Yu, H. Chen and F. An,“Theoretical analysis of empirical mode decomposition,”
Symmetry, vol. 10, no. 11, p. 623, 2018.
[25] R. I. Abdelfatah,“Audio encryption scheme using self-adaptive bit scrambling and two multi
chaotic-based dynamic dna computations,” IEEE Access, vol. 8, pp. 69894-69907, 2020.