%0 Conference Proceedings
%T Steganalysis to Data Hiding of VQ Watermarking Upon Grouping Strategy
%+ Central Police University (CPU)
%+ National Central University [Taiwan] (NCU)
%A Chang, Ya-Ting
%A Wu, Min-Hao
%A Wang, Shiuh-Jeng
%Z Part 2: The 2014 Asian Conference on Availability, Reliability and Security, AsiaARES 2014
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 2nd Information and Communication Technology - EurAsia Conference (ICT-EurAsia)
%C Bali, Indonesia
%Y David Hutchison
%Y Takeo Kanade
%Y Bernhard Steffen
%Y Demetri Terzopoulos
%Y Doug Tygar
%Y Gerhard Weikum
%Y Linawati
%Y Made Sudiana Mahendra
%Y Erich J. Neuhold
%Y A Min Tjoa
%Y Ilsun You
%Y Josef Kittler
%Y Jon M. Kleinberg
%Y Alfred Kobsa
%Y Friedemann Mattern
%Y John C. Mitchell
%Y Moni Naor
%Y Oscar Nierstrasz
%Y C. Pandu Rangan
%I Springer
%3 Information and Communication Technology
%V LNCS-8407
%P 633-642
%8 2014-04-14
%D 2014
%R 10.1007/978-3-642-55032-4_65
%K Steganalysis
%K data hiding detection
%K vector quantization
%K group strategy
%Z Computer Science [cs]
%Z Humanities and Social Sciences/Library and information sciencesConference papers
%X This paper present a steganalysis method for the data hiding scheme based on VQ-compression. This data hiding algorithm divides the codebook into groups which contain two codewords each. The Euclidean Distance of the group is used instead of a codeword in traditional VQ-compression. A PoV-like effect of Chi-square attack is observed and used as a feature of detection. In the proposed steganalysis, we detect whether an unknown image is a VQ-compressed image or not, and then the target detection of codewords grouping type data hiding methods is proposed. We apply proposed scheme to Yang et al.’s watermarking scheme. A large amount test image database UCID (Uncompressed Colour Image Database) is utilized as various conditions, such as cover imaged, traditional VQ-compressed images, and stego images. The experimental shows that the proposed steganalysis method is able to identify the stego images among others, and the accuracy rate reaches over 90 %.
%G English
%Z TC 5
%Z TC 8
%2 https://inria.hal.science/hal-01397281/document
%2 https://inria.hal.science/hal-01397281/file/978-3-642-55032-4_65_Chapter.pdf
%L hal-01397281
%U https://inria.hal.science/hal-01397281
%~ SHS
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-TC5
%~ IFIP-TC8
%~ IFIP-ICT-EURASIA
%~ IFIP-LNCS-8407