TY - JOUR
T1 - Hiding data in audio files
T2 - A smoothing-based approach to improve the quality of the stego audio
AU - Ahmad, Tohari
AU - Amrizal, Muhammad Hanif
AU - Wibisono, Waskitho
AU - Ijtihadie, Royyana Muslim
N1 - Publisher Copyright:
© 2020 The Author(s)
PY - 2020/3
Y1 - 2020/3
N2 - In this digital era, transmitting data through a computer network has become common. Moreover, some applications have also been developed to do it. Nevertheless, users may not be aware of the security aspect of this data transmission, which can lead to disclosing this private message. In a case when a sensitive message is the object to transmit, a security mechanism should be applied. Data hiding is one of the methods introduced to work for this issue. In this algorithm, the message is embedded into the cover, such as an audio file, before being transmitted; on the other side, the recipient extracts it. However, the size of the message and the quality of the resulted stego data are still challenging. In this paper, we focus on these two problems by considering some factors: embedding space, embedding process, reducing, and smoothing steps. Firstly, the audio signal is discretized to obtain audio samples. Next, these samples are interpolated to provide spaces for hiding the secret. Considering that the quality of the generated stego audio is likely to drop, reducing and smoothing steps are designed. The experimental results show that this approach can improve the quality of the stego based on the specified payload capacity. That is, there is an increase in PSNR value of at least 10 dB, depending on the payload size and the methods.
AB - In this digital era, transmitting data through a computer network has become common. Moreover, some applications have also been developed to do it. Nevertheless, users may not be aware of the security aspect of this data transmission, which can lead to disclosing this private message. In a case when a sensitive message is the object to transmit, a security mechanism should be applied. Data hiding is one of the methods introduced to work for this issue. In this algorithm, the message is embedded into the cover, such as an audio file, before being transmitted; on the other side, the recipient extracts it. However, the size of the message and the quality of the resulted stego data are still challenging. In this paper, we focus on these two problems by considering some factors: embedding space, embedding process, reducing, and smoothing steps. Firstly, the audio signal is discretized to obtain audio samples. Next, these samples are interpolated to provide spaces for hiding the secret. Considering that the quality of the generated stego audio is likely to drop, reducing and smoothing steps are designed. The experimental results show that this approach can improve the quality of the stego based on the specified payload capacity. That is, there is an increase in PSNR value of at least 10 dB, depending on the payload size and the methods.
KW - Computer science
KW - Data embedding
KW - Data hiding
KW - Data protection
KW - Information security
KW - Multimedia security
UR - http://www.scopus.com/inward/record.url?scp=85080091649&partnerID=8YFLogxK
U2 - 10.1016/j.heliyon.2020.e03464
DO - 10.1016/j.heliyon.2020.e03464
M3 - Article
AN - SCOPUS:85080091649
SN - 2405-8440
VL - 6
JO - Heliyon
JF - Heliyon
IS - 3
M1 - e03464
ER -