Title :
Security attacks on the wavelet transform and singular value decomposition image watermarking
Author :
Jing-Ming Guo ; Prasetyo, Heri
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
Abstract :
Two vulnerable attacks on the wavelet transform (WT) and Singular Value Decomposition (SVD) based image watermarking scheme are presented in this paper. The WT-SVD-based watermarking is robust against various common image manipulations and geometrical attacks; however, it cannot resist against two security attacks, i.e. an attacker attack which successfully claims the real owner´s watermarked image, and owner attack which correctly extracts watermark from any arbitrary image. As proved in this study, the SVD watermarking scheme cannot provide trustworthy evidence in rightful ownership protection. In addition, the robustness of the SVD watermarking scheme in is a result of improper algorithm design.
Keywords :
feature extraction; geometry; image watermarking; singular value decomposition; wavelet transforms; WT-SVD-based image watermarking scheme; geometrical attacks; image manipulations; rightful ownership protection; security attacks; singular value decomposition based image watermarking scheme; trustworthy evidence; watermark extraction; wavelet transform; Data mining; Discrete wavelet transforms; Gray-scale; Robustness; Singular value decomposition; Watermarking; Singular Value Decomposition (SVD); Wavelet Transform; false positive problem; image watermarking; vulnerable attack;
Conference_Titel :
Consumer Electronics (ISCE), 2013 IEEE 17th International Symposium on
Conference_Location :
Hsinchu
Print_ISBN :
978-1-4673-6198-9
DOI :
10.1109/ISCE.2013.6570193