TY - JOUR
T1 - Audio data hiding based on sample value modification using modulus function
AU - Al-Hooti, Mohammed Hatem Ali
AU - Djanali, Supeno
AU - Ahmad, Tohari
N1 - Publisher Copyright:
© 2016 KIPS.
PY - 2016
Y1 - 2016
N2 - Data hiding is a wide field that is helpful to secure network communications. It is common that many data hiding researchers consider improving and increasing many aspects such as capacity, stego file quality, or robustness. In this paper, we use an audio file as a cover and propose a reversible steganographic method that is modifying the sample values using modulus function in order to make the reminder of that particular value to be same as the secret bit that is needed to be embedded. In addition, we use a location map that locates these modified sample values. This is because in reversible data hiding it needs to exactly recover both the secret message and the original audio file from that stego file. The experimental results show that, this method (measured by correlation algorithm) is able to retrieve exactly the same secret message and audio file. Moreover, it has made a significant improvement in terms of the following: the capacity since each sample value is carrying a secret bit. The quality measured by peak signal-to-noise ratio (PSNR), signal-to-noise ratio (SNR), Pearson correlation coefficient (PCC), and Similarity Index Modulation (SIM). All of them have proven that the quality of the stego audio is relatively high.
AB - Data hiding is a wide field that is helpful to secure network communications. It is common that many data hiding researchers consider improving and increasing many aspects such as capacity, stego file quality, or robustness. In this paper, we use an audio file as a cover and propose a reversible steganographic method that is modifying the sample values using modulus function in order to make the reminder of that particular value to be same as the secret bit that is needed to be embedded. In addition, we use a location map that locates these modified sample values. This is because in reversible data hiding it needs to exactly recover both the secret message and the original audio file from that stego file. The experimental results show that, this method (measured by correlation algorithm) is able to retrieve exactly the same secret message and audio file. Moreover, it has made a significant improvement in terms of the following: the capacity since each sample value is carrying a secret bit. The quality measured by peak signal-to-noise ratio (PSNR), signal-to-noise ratio (SNR), Pearson correlation coefficient (PCC), and Similarity Index Modulation (SIM). All of them have proven that the quality of the stego audio is relatively high.
KW - Audio
KW - Data hiding
KW - Information security
KW - Modulus function
KW - Network security
UR - http://www.scopus.com/inward/record.url?scp=84991786801&partnerID=8YFLogxK
U2 - 10.3745/JIPS.03.0054
DO - 10.3745/JIPS.03.0054
M3 - Article
AN - SCOPUS:84991786801
SN - 1976-913X
VL - 12
SP - 525
EP - 537
JO - Journal of Information Processing Systems
JF - Journal of Information Processing Systems
IS - 3
ER -