Article

SSF fingerprint for image authentication: an incidental distortion resistant scheme

Authors:

Sheng Tang,

Jin-Tao Li,

Yong-Dong ZhangAuthors Info & Claims

MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia

Pages 523 - 526

https://doi.org/10.1145/1101149.1101267

Published: 06 November 2005 Publication History

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Abstract

We propose a novel method for image authentication which can distinguish incidental manipulations from malicious ones. The authentication fingerprint is based on the Hotelling's T-square statistic (HTS) via Principal Component Analysis (PCA) of block DCT coefficients. HTS values of all blocks construct an unique and stable "block-edge image", i.e., Structural and Statistical Fingerprint (SSF). The characteristic of the SSF is that it is short, and can tolerate content-preserving modifications while keeping sensitive to content-changing modifications, and can locate tampered blocks easily. Furthermore, we use Fisher criterion to obtain optimal threshold for distinguishing manipulations. The security of the SSF is also achieved by encryption of the DCT coefficients with chaotic sequences. Experiments show that the proposed method is effective for authentication.

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Cited By

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Jing YSun F(2013)Compact and Robust Image Fingerprints Based on CCA of Local FeaturesAdvances in Multimedia Information Processing – PCM 201310.1007/978-3-319-03731-8_80(856-865)Online publication date: 13-Dec-2013
https://dl.acm.org/doi/10.1007/978-3-319-03731-8_80
Hu YLuo HNiu X(2010)Image hashing framework for tampering localization in distorted imagesIEICE Electronics Express10.1587/elex.7.16797:22(1679-1685)Online publication date: 2010
https://doi.org/10.1587/elex.7.1679
Haouzia ANoumeir R(2008)Methods for image authenticationMultimedia Tools and Applications10.1007/s11042-007-0154-339:1(1-46)Online publication date: 1-Aug-2008
https://dl.acm.org/doi/10.1007/s11042-007-0154-3

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SSF fingerprint for image authentication: an incidental distortion resistant scheme

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Published In

MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia

November 2005

1110 pages

ISBN:1595930442

DOI:10.1145/1101149

General Chairs:
Hongjiang Zhang
Microsoft Research Asia, China
,
Tat-Seng Chua
National University of Singapore, Singapore
,
Program Chairs:
Ralf Steinmetz
Technische Universitat Darmstadt, Germany
,
Mohan Kankanhalli
National University of Singapore, Singapore
,
Lynn Wilcox
FXPAL

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 06 November 2005

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MM05

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MM05: 2005 13th Annual ACM International Conference on Multimedia

November 6 - 11, 2005

Hilton, Singapore

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MULTIMEDIA '05 Paper Acceptance Rate 49 of 312 submissions, 16%;

Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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Cited By

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Jing YSun F(2013)Compact and Robust Image Fingerprints Based on CCA of Local FeaturesAdvances in Multimedia Information Processing – PCM 201310.1007/978-3-319-03731-8_80(856-865)Online publication date: 13-Dec-2013
https://dl.acm.org/doi/10.1007/978-3-319-03731-8_80
Hu YLuo HNiu X(2010)Image hashing framework for tampering localization in distorted imagesIEICE Electronics Express10.1587/elex.7.16797:22(1679-1685)Online publication date: 2010
https://doi.org/10.1587/elex.7.1679
Haouzia ANoumeir R(2008)Methods for image authenticationMultimedia Tools and Applications10.1007/s11042-007-0154-339:1(1-46)Online publication date: 1-Aug-2008
https://dl.acm.org/doi/10.1007/s11042-007-0154-3

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