Abstract
Given the ease of alteration of digital data, integrity verification and tamper detection for medical images are becoming ever more important. In this paper, instead of using the conventional irreversible block-based watermarking approach to achieve tamper localization, we propose to incorporate such functionality into the region-based lossless watermarking scheme. This is achieved by partitioning an image into certain non-overlapping regions and appending the associated local authentication information directly into the watermark payload. A region of authentication, which can be flexibly specified by the user, is partitioned into small regions in a multilevel hierarchical manner. Such hierarchical structure allows the user to easily adjust the localization accuracy, and makes the tamper detection efficient. Experimental results demonstrate the effectiveness of tamper localization.
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McEvoy FJ, Svalastoga E: Security of patient and study data associated with DICOM images when transferred using compact disc media. J Digit Imaging 2007 Aug 21. DOI 10.1007/s10278-007-9068-x
Cao F, Huang HK, Zhou XQ: Medical image security in a HIPAA mandated PACS environment. Comput Med Imaging Graph 27:185–196, 2003
Zhou XQ, Huang HK, Lou SL: Authenticity and integrity of digital mammography images. IEEE Trans Med Imag 20:784–791, 2001
Wong PW, Memon N: Secret and public key image watermarking schemes for image authentication and ownership verification. IEEE Trans Image Process 10:1593–1601, 2001
Celik MU, Sharma G, Saber E, Tekalp AM: Hierarchical watermarking for secure image authentication with localization. IEEE Trans Image Process 11:585–595, 2002
Coatrieux G, Maitre H, et al: Relevance of watermarking in medical imaging. Proc IEEE EMBS Information Technology Applications in Biomedicine:250–255, 2000
Goljan M, Fridrich J, Du R: Distortion-free data embedding for images. Proceedings of the 4th Information Hiding Workshop, vol. 2137:27–41, 2001
De Vleeschouwer C, Delaigle JF, Macq B: Circular interpretation of bijective transformations in lossless watermarking for media asset management. IEEE Trans Multimedia 5:97–105, 2003
Tian J: Reversible data embedding using a difference expansion. IEEE Trans Circuits Syst Video Technol 13:890–896, 2003
Alattar AM: Reversible watermark using the difference expansion of a generalized integer transform. IEEE Trans Image Process 13:1147–1156, 2004
Celik MU, Sharma G, Tekalp AM, Saber E: Lossless generalized-LSB data embedding. IEEE Trans Image Process 14:253–266, 2005
Zhou Z, Huang HK, Liu BJ: Digital signature embedding (DSE) for medical image integrity in a data grid off-site backup archive. Proc SPIE 5748:306–317, 2005
Thodi DM, Rodríguez JJ: Expansion embedding techniques for reversible watermarking. IEEE Trans Image Process 16:721–30, 2007
Celik MU, Sharma G, Tekalp AM: Lossless watermarking for image authentication: a new framework and an implementation. IEEE Trans Image Process 15:1042–1049, 2006
Guo X, Zhuang TG: A Region-Based lossless watermarking scheme for enhancing security of medical data. J Digit Imaging 2007 Jul 10. DOI 10.1007/s10278-007-9043-6
Rivest RL: The MD5 Message-Digest Algorithm. RFC 1321, 1992
Krawczyk H, Bellare M, Canetti R: HMAC: Keyed Hashing for Message Authentication. RFC 2104, 1997
Chiang KH, Chang KC, Chang RF, Yen HY: Tamper detection and restoring system for medical images using wavelet-based reversible data embedding. J Digit Imaging 2007 Mar 1. DOI 10.1007/s10278-007-9012-0
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Guo, X., Zhuang, Tg. Lossless Watermarking for Verifying the Integrity of Medical Images with Tamper Localization. J Digit Imaging 22, 620–628 (2009). https://doi.org/10.1007/s10278-008-9120-5
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DOI: https://doi.org/10.1007/s10278-008-9120-5