DocumentCode
2041624
Title
Robust Hash for Detecting and Localizing Image Tampering
Author
Roy, Sujoy ; Sun, Qibin
Author_Institution
Inst. for Infocomm Res., Singapore
Volume
6
fYear
2007
fDate
Sept. 16 2007-Oct. 19 2007
Abstract
An image hash should be (1) robust to allowable operations and (2) sensitive to illegal manipulations and distinct queries. Some applications also require the hash to be able to localize image tampering. This requires the hash to contain both robust content and alignment information to meet the above criterion. Fulfilling this is difficult because of two contradictory requirements. First, the hash should be small and second, to verify authenticity and then localize tampering, the amount of information in the hash about the original required would be large. Hence a tradeoff between these requirements needs to be found. This paper presents an image hashing method that addresses this concern, to not only detect but also localize tampering using a small signature (< 1kB). Illustrative experiments bring out the efficacy of the proposed method compared to existing methods.
Keywords
cryptography; digital signatures; image coding; distinct query; illegal manipulation; image tampering; robust image hashing; small signature; Feature extraction; Histograms; Hydrogen; Image coding; Image edge detection; Noise robustness; Protection; Rotation measurement; Sun; Transform coding; Locality preserving hashing; edge histogram; local region descriptors;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1522-4880
Print_ISBN
978-1-4244-1437-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2007.4379535
Filename
4379535
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