TY - JOUR
T1 - Data Hiding Approach to Enhance the Audio Sample Spaces Using Interpolation and Multi-layering
AU - Firdaus, Daffa Tristan
AU - De La Croix, Ntivuguruzwa Jean
AU - Ahmad, Tohari
AU - Maniriho, Pascal
AU - Shiddiqi, Ary Mazharuddin
AU - Purwitasari, Diana
N1 - Publisher Copyright:
© (2024), (Intelligent Network and Systems Society). All Rights Reserved.
PY - 2024
Y1 - 2024
N2 - In the face of rapid advancements in information transmission technology, ensuring the secure development of all application aspects is imperative, particularly considering the frequent data transmission over public networks. A significant vulnerability exists for data compromise during transmission without robust security measures. Thus, implementing a reliable data-hiding scheme becomes indispensable to safeguarding confidential information. Despite the introduction of various methods to address this concern, challenges persist in effectively managing data size and maintaining the resulting data quality. This research addresses these challenges with the key idea of using a combination of dynamic layering and sample interpolation to increase the samples’ capacity in accommodating the secret bits. The novelty of this study is based on the dynamic use of the multi-layering paradigm during the data embedding, which contributes to maintaining the quality of the audio sample considered for concealment. The experimental results show a significant outperformance of the proposed method, which gets a maximum peak signal-to-noise ratio (PSNR) of 120.39 decibels (dB), an ideal PSNR to secure secret data transmission.
AB - In the face of rapid advancements in information transmission technology, ensuring the secure development of all application aspects is imperative, particularly considering the frequent data transmission over public networks. A significant vulnerability exists for data compromise during transmission without robust security measures. Thus, implementing a reliable data-hiding scheme becomes indispensable to safeguarding confidential information. Despite the introduction of various methods to address this concern, challenges persist in effectively managing data size and maintaining the resulting data quality. This research addresses these challenges with the key idea of using a combination of dynamic layering and sample interpolation to increase the samples’ capacity in accommodating the secret bits. The novelty of this study is based on the dynamic use of the multi-layering paradigm during the data embedding, which contributes to maintaining the quality of the audio sample considered for concealment. The experimental results show a significant outperformance of the proposed method, which gets a maximum peak signal-to-noise ratio (PSNR) of 120.39 decibels (dB), an ideal PSNR to secure secret data transmission.
KW - Audio steganography
KW - Data hiding
KW - Information security
KW - Interpolation
KW - Network infrastructure
UR - http://www.scopus.com/inward/record.url?scp=85199691024&partnerID=8YFLogxK
U2 - 10.22266/IJIES2024.0831.27
DO - 10.22266/IJIES2024.0831.27
M3 - Article
AN - SCOPUS:85199691024
SN - 2185-310X
VL - 17
SP - 352
EP - 363
JO - International Journal of Intelligent Engineering and Systems
JF - International Journal of Intelligent Engineering and Systems
IS - 4
ER -