TY - GEN
T1 - Two Level Prediction Error and Three Direction Shifting for Hiding Data in Digital Video
AU - Fatman, Alek Nur
AU - Ahmad, Tohari
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/7/21
Y1 - 2021/7/21
N2 - Along with the development of information technology, information exchange has occured more frequently. Information security is one of the aspects that must be resolved to protect the data being transferred from a sender to a recipient without any third-party interference. Data hiding is a possible method to prevent third parties from detecting confidential information. A reliable data hiding method is required to make secret information hard to break. In this research, we improve the performance of the previous studies by designing two prediction errors to make the values in the second prediction error more similar to their closest values. It increases the payload capacity that can be embedded and reduces the possibility of its changes during the shifting process. Based on the experiments, we find that there is an increase in the value of the Peak Signal to Noise Ratio (PSNR) from that of other methods for various video covers and payload capacities. Furthermore, this method is also reversible, so the extracted video is the same as the cover.
AB - Along with the development of information technology, information exchange has occured more frequently. Information security is one of the aspects that must be resolved to protect the data being transferred from a sender to a recipient without any third-party interference. Data hiding is a possible method to prevent third parties from detecting confidential information. A reliable data hiding method is required to make secret information hard to break. In this research, we improve the performance of the previous studies by designing two prediction errors to make the values in the second prediction error more similar to their closest values. It increases the payload capacity that can be embedded and reduces the possibility of its changes during the shifting process. Based on the experiments, we find that there is an increase in the value of the Peak Signal to Noise Ratio (PSNR) from that of other methods for various video covers and payload capacities. Furthermore, this method is also reversible, so the extracted video is the same as the cover.
KW - information security
KW - prediction error
KW - reversible data hiding
KW - video
UR - http://www.scopus.com/inward/record.url?scp=85114592720&partnerID=8YFLogxK
U2 - 10.1109/ISITIA52817.2021.9502203
DO - 10.1109/ISITIA52817.2021.9502203
M3 - Conference contribution
AN - SCOPUS:85114592720
T3 - Proceedings - 2021 International Seminar on Intelligent Technology and Its Application: Intelligent Systems for the New Normal Era, ISITIA 2021
SP - 111
EP - 116
BT - Proceedings - 2021 International Seminar on Intelligent Technology and Its Application
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 International Seminar on Intelligent Technology and Its Application, ISITIA 2021
Y2 - 21 July 2021 through 22 July 2021
ER -