DocumentCode :
1445672
Title :
A robust image authentication method distinguishing JPEG compression from malicious manipulation
Author :
Lin, Ching-Yung ; Chang, Shih-Fu
Author_Institution :
Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
Volume :
11
Issue :
2
fYear :
2001
fDate :
2/1/2001 12:00:00 AM
Firstpage :
153
Lastpage :
168
Abstract :
Image authentication verifies the originality of an image by detecting malicious manipulations. Its goal is different from that of image watermarking, which embeds into the image a signature surviving most manipulations. Most existing methods for image authentication treat all types of manipulation equally (i.e., as unacceptable). However, some practical applications demand techniques that can distinguish acceptable manipulations (e.g., compression) from malicious ones. In this paper, we present an effective technique for image authentication which can prevent malicious manipulations but allow JPEG lossy compression. The authentication signature is based on the invariance of the relationships between discrete cosine transform (DCT) coefficients at the same position in separate blocks of an image. These relationships are preserved when DCT coefficients are quantized in JPEG compression. Our proposed method can distinguish malicious manipulations from JPEG lossy compression regardless of the compression ratio or the number of compression iterations. We describe adaptive methods with probabilistic guarantee to handle distortions introduced by various acceptable manipulations such as integer rounding, image filtering, image enhancement, or scaling-recaling. We also present theoretical and experimental results to demonstrate the effectiveness of the technique
Keywords :
data compression; discrete cosine transforms; image coding; iterative methods; message authentication; transform coding; DCT coefficients; JPEG compression; JPEG lossy compression; authentication signature; compression iteration; discrete cosine transform coefficient; distortions; image enhancement; image filtering; integer rounding; malicious manipulation; robust image authentication method; scaling-recaling; Authentication; Cryptography; Digital images; Digital signatures; Discrete cosine transforms; Filtering; Image coding; Robustness; Transform coding; Watermarking;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/76.905982
Filename :
905982
Link To Document :
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