TY - GEN
T1 - Secret Image Sharing and Steganography based on Fuzzy Logic and Prediction Error
AU - Islamy, Chaidir Chalaf
AU - Ahmad, Tohari
AU - Ijtihadie, Royyana Muslim
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Transmitting data through the internet may have severe security risks due to illegal access done by attackers. Some methods have been introduced to overcome this issue, such as cryptography and steganography. Nevertheless, some problems still arise, such as the quality of the stego data. Specifically, it happens if the stego is shared with some users. In this research, a shared-secret mechanism is combined with steganography. For this purpose, the fuzzy logic edge detection and Prediction Error (PE) methods are utilized to hide private data. The secret sharing process is carried out after data embedding in the cover image. This sharing mechanism is performed on image pixels that have been converted to PE values. Various Peak Signal to Noise Ratio (PSNR) values are obtained from the experiment. It is found that the number of participants and the threshold do not significantly affect the image quality of the shares.
AB - Transmitting data through the internet may have severe security risks due to illegal access done by attackers. Some methods have been introduced to overcome this issue, such as cryptography and steganography. Nevertheless, some problems still arise, such as the quality of the stego data. Specifically, it happens if the stego is shared with some users. In this research, a shared-secret mechanism is combined with steganography. For this purpose, the fuzzy logic edge detection and Prediction Error (PE) methods are utilized to hide private data. The secret sharing process is carried out after data embedding in the cover image. This sharing mechanism is performed on image pixels that have been converted to PE values. Various Peak Signal to Noise Ratio (PSNR) values are obtained from the experiment. It is found that the number of participants and the threshold do not significantly affect the image quality of the shares.
KW - Data protection
KW - data hiding
KW - information security
KW - network infrastructure
KW - secret sharing
UR - http://www.scopus.com/inward/record.url?scp=85146732912&partnerID=8YFLogxK
U2 - 10.1109/COMNETSAT56033.2022.9994325
DO - 10.1109/COMNETSAT56033.2022.9994325
M3 - Conference contribution
AN - SCOPUS:85146732912
T3 - Proceeding - IEEE International Conference on Communication, Networks and Satellite, COMNETSAT 2022
SP - 137
EP - 142
BT - Proceeding - IEEE International Conference on Communication, Networks and Satellite, COMNETSAT 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 11th IEEE International Conference on Communication, Networks and Satellite, COMNETSAT 2022
Y2 - 3 November 2022 through 5 November 2022
ER -