TY - JOUR
T1 - Wave atom transform based image hashing using distributed source coding
AU - Yang, Yanchao
AU - Zhou, Junwei
AU - Duan, Feipeng
AU - Liu, Fang
AU - Cheng, Lee-Ming
PY - 2016/12/1
Y1 - 2016/12/1
N2 - To reduce the size of hash code and enhance the security of wave atom transform (WAT) based image authentication system, a low-density parity-check code based distributed source coding (DSC) is employed to compress the hash code. With the help of a legitimately modified image, the compressed hash value could be correctly decoded while it will fail with the help of a maliciously attacked image. Therefore, the employed DSC provides a desired robustness to image authentication. Simulation results indicate that the proposed scheme provides a better performance with less hash code than existing WAT based image hash without using DSC. Moreover, the proposed scheme outperforms the random projection based approach in terms of authentication accuracy and data size.
AB - To reduce the size of hash code and enhance the security of wave atom transform (WAT) based image authentication system, a low-density parity-check code based distributed source coding (DSC) is employed to compress the hash code. With the help of a legitimately modified image, the compressed hash value could be correctly decoded while it will fail with the help of a maliciously attacked image. Therefore, the employed DSC provides a desired robustness to image authentication. Simulation results indicate that the proposed scheme provides a better performance with less hash code than existing WAT based image hash without using DSC. Moreover, the proposed scheme outperforms the random projection based approach in terms of authentication accuracy and data size.
KW - Distributed source coding
KW - Image authentication
KW - Perceptual hashing
KW - Wave atom transform
UR - http://www.scopus.com/inward/record.url?scp=84995694912&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84995694912&origin=recordpage
U2 - 10.1016/j.jisa.2016.09.001
DO - 10.1016/j.jisa.2016.09.001
M3 - RGC 21 - Publication in refereed journal
SN - 2214-2126
VL - 31
SP - 75
EP - 82
JO - Journal of Information Security and Applications
JF - Journal of Information Security and Applications
ER -