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Erschienen in: Journal of Digital Imaging 1/2017

25.08.2016

Crypto-Watermarking of Transmitted Medical Images

verfasst von: Ali Al-Haj, Ahmad Mohammad, Alaa’ Amer

Erschienen in: Journal of Imaging Informatics in Medicine | Ausgabe 1/2017

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Abstract

Telemedicine is a booming healthcare practice that has facilitated the exchange of medical data and expertise between healthcare entities. However, the widespread use of telemedicine applications requires a secured scheme to guarantee confidentiality and verify authenticity and integrity of exchanged medical data. In this paper, we describe a region-based, crypto-watermarking algorithm capable of providing confidentiality, authenticity, and integrity for medical images of different modalities. The proposed algorithm provides authenticity by embedding robust watermarks in images’ region of non-interest using SVD in the DWT domain. Integrity is provided in two levels: strict integrity implemented by a cryptographic hash watermark, and content-based integrity implemented by a symmetric encryption-based tamper localization scheme. Confidentiality is achieved as a byproduct of hiding patient’s data in the image. Performance of the algorithm was evaluated with respect to imperceptibility, robustness, capacity, and tamper localization, using different medical images. The results showed the effectiveness of the algorithm in providing security for telemedicine applications.
Literatur
1.
Zurück zum Zitat Fiaidhi J, Kuziemsky C, Mohammed S, Weber J, Topaloglou T: Emerging IT trends in healthcare and well-being. IT Prof 18(3):9–13, 2016CrossRef Fiaidhi J, Kuziemsky C, Mohammed S, Weber J, Topaloglou T: Emerging IT trends in healthcare and well-being. IT Prof 18(3):9–13, 2016CrossRef
2.
Zurück zum Zitat Saranummi N: In the spotlight: health information systems. IEEE Rev Biomed Eng 6:21–23, 2013CrossRefPubMed Saranummi N: In the spotlight: health information systems. IEEE Rev Biomed Eng 6:21–23, 2013CrossRefPubMed
3.
Zurück zum Zitat Huang HK: PACS and imaging informatics: basic principles and applications. Wiley-Blackwell, New York, 2010 Huang HK: PACS and imaging informatics: basic principles and applications. Wiley-Blackwell, New York, 2010
4.
Zurück zum Zitat Kocabas O, Soyata T, Aktas M: Emerging security mechanisms for medical cyber physical systems. IEEE/ACM Trans Comput Biol Bioinform 13(3):401–416, 2016CrossRefPubMed Kocabas O, Soyata T, Aktas M: Emerging security mechanisms for medical cyber physical systems. IEEE/ACM Trans Comput Biol Bioinform 13(3):401–416, 2016CrossRefPubMed
6.
Zurück zum Zitat Lee W, et al: A cryptographic key management solution for HIPAA privacy/security regulations. IEEE Trans Inf Technol Biomed 12(1):34–41, 2008CrossRefPubMed Lee W, et al: A cryptographic key management solution for HIPAA privacy/security regulations. IEEE Trans Inf Technol Biomed 12(1):34–41, 2008CrossRefPubMed
7.
Zurück zum Zitat Schneier B. Applied cryptography. Wiley, 1995 Schneier B. Applied cryptography. Wiley, 1995
10.
Zurück zum Zitat Al-Haj A: Providing integrity, authenticity, and confidentiality for header and pixel data of DICOM images. J Digit Imaging 28(2):179–187, 2014CrossRefPubMedCentral Al-Haj A: Providing integrity, authenticity, and confidentiality for header and pixel data of DICOM images. J Digit Imaging 28(2):179–187, 2014CrossRefPubMedCentral
11.
Zurück zum Zitat Al-Haj A, Abandah G, Hussein N: Crypto-based algorithms for secured medical image transmission. IET Inf Secur 9(6):365–373, 2015CrossRef Al-Haj A, Abandah G, Hussein N: Crypto-based algorithms for secured medical image transmission. IET Inf Secur 9(6):365–373, 2015CrossRef
12.
Zurück zum Zitat Coatrieux G, Maitre H, Sankur B, Rolland Y, Collorec R: Relevance of watermarking in medical imaging. In: Proceedings of the IEEE EMBS Conf. on Information Technology Applications in Biomedicine. USA, 2000, pp. 250–255 Coatrieux G, Maitre H, Sankur B, Rolland Y, Collorec R: Relevance of watermarking in medical imaging. In: Proceedings of the IEEE EMBS Conf. on Information Technology Applications in Biomedicine. USA, 2000, pp. 250–255
13.
Zurück zum Zitat Nyeem H, Boles W, Boyd C: A review of medical image watermarking requirements for teleradiology. J Digit Imaging 26(2):326–343, 2012CrossRefPubMedCentral Nyeem H, Boles W, Boyd C: A review of medical image watermarking requirements for teleradiology. J Digit Imaging 26(2):326–343, 2012CrossRefPubMedCentral
14.
Zurück zum Zitat Al-Haj A, Amer A: Secured telemedicine using region-based watermarking with tamper localization. J Digit Imaging 8(3):737–750, 2014CrossRef Al-Haj A, Amer A: Secured telemedicine using region-based watermarking with tamper localization. J Digit Imaging 8(3):737–750, 2014CrossRef
15.
Zurück zum Zitat Pan W, Coatrieux G, Cuppens-Boulahia N, Cuppens F, Roux C: Medical image integrity control combining digital signature and lossless watermarking. Data Privacy Manage. Autonom. Spontaneous Sec. (LNCS), vol. 5939, 2010, pp. 153–162 Pan W, Coatrieux G, Cuppens-Boulahia N, Cuppens F, Roux C: Medical image integrity control combining digital signature and lossless watermarking. Data Privacy Manage. Autonom. Spontaneous Sec. (LNCS), vol. 5939, 2010, pp. 153–162
16.
Zurück zum Zitat Zope-Chaudhari S, Venkatachalam P, Buddhiraju K: Secure dissemination and protection of multispectral images using crypto watermarking. IEEE J Sel Top Appl Earth Observ Remote Sens 8(11):5388–5394, 2015CrossRef Zope-Chaudhari S, Venkatachalam P, Buddhiraju K: Secure dissemination and protection of multispectral images using crypto watermarking. IEEE J Sel Top Appl Earth Observ Remote Sens 8(11):5388–5394, 2015CrossRef
17.
Zurück zum Zitat Al-Haj A, Hussein N, Abandah G: Combining cryptography and digital watermarking for secured transmission of Medical images. In: Proc. of the IEEE International Conference on Information Management. UK, 2016 Al-Haj A, Hussein N, Abandah G: Combining cryptography and digital watermarking for secured transmission of Medical images. In: Proc. of the IEEE International Conference on Information Management. UK, 2016
18.
Zurück zum Zitat Zhou XQ, Huang HK, Lou SL: Authenticity and integrity of digital mammography images. IEEE Trans Med Imaging 20(8):784–791, 2001CrossRefPubMed Zhou XQ, Huang HK, Lou SL: Authenticity and integrity of digital mammography images. IEEE Trans Med Imaging 20(8):784–791, 2001CrossRefPubMed
19.
Zurück zum Zitat Patel P, Patel Y: Secure and authentic DCT image steganography through DWT-SVD Based Digital Watermarking with RSA Encryption. In: Proc. of the IEEE fifth International Conference on Communication Systems and Network Technologies, 2015, pp. 736–739 Patel P, Patel Y: Secure and authentic DCT image steganography through DWT-SVD Based Digital Watermarking with RSA Encryption. In: Proc. of the IEEE fifth International Conference on Communication Systems and Network Technologies, 2015, pp. 736–739
20.
Zurück zum Zitat Guo X, Zhuang T: A region-based lossless watermarking scheme for enhancing security of medical data. J Digit Imaging 22(1):53–64, 2009CrossRefPubMed Guo X, Zhuang T: A region-based lossless watermarking scheme for enhancing security of medical data. J Digit Imaging 22(1):53–64, 2009CrossRefPubMed
21.
Zurück zum Zitat Guo X, Zhuang T: Lossless watermarking for verifying the integrity of medical images with tamper localization. J Digital Imaging 22(6): 2009 Guo X, Zhuang T: Lossless watermarking for verifying the integrity of medical images with tamper localization. J Digital Imaging 22(6): 2009
22.
Zurück zum Zitat Dragoi I, Coltuc D: On local prediction based reversible watermarking. IEEE Trans Image Process 124(4):1244–1246, 2015CrossRef Dragoi I, Coltuc D: On local prediction based reversible watermarking. IEEE Trans Image Process 124(4):1244–1246, 2015CrossRef
23.
Zurück zum Zitat Thodi D, Rodríguez J: Expansion embedding techniques for reversible watermarking. IEEE Trans Image Process 16:721–30, 2007CrossRefPubMed Thodi D, Rodríguez J: Expansion embedding techniques for reversible watermarking. IEEE Trans Image Process 16:721–30, 2007CrossRefPubMed
24.
Zurück zum Zitat Celik M, Sharma G, Tekalp M, Saber E: Lossless generalized-LSB data embedding. IEEE Trans Image Process 14:253–266, 2005CrossRefPubMed Celik M, Sharma G, Tekalp M, Saber E: Lossless generalized-LSB data embedding. IEEE Trans Image Process 14:253–266, 2005CrossRefPubMed
25.
Zurück zum Zitat Su C, Huang J, Shih C, Chen Y: Reversible and embedded watermarking of medical images for telemedicine. In: Proc. of the first IEEE International Conference on Industrial Networks and Intelligent Systems. 2015, pp. 145–150 Su C, Huang J, Shih C, Chen Y: Reversible and embedded watermarking of medical images for telemedicine. In: Proc. of the first IEEE International Conference on Industrial Networks and Intelligent Systems. 2015, pp. 145–150
26.
Zurück zum Zitat Wu J, et al: Tamper detection and recovery for medical images using near-lossless information hiding technique. J Digit Imaging 21(1):59–76, 2008CrossRefPubMed Wu J, et al: Tamper detection and recovery for medical images using near-lossless information hiding technique. J Digit Imaging 21(1):59–76, 2008CrossRefPubMed
27.
Zurück zum Zitat Chiang K, Chang K, Chang R, Yen H: Tamper detection and restoring system for medical images using wavelet-based reversible data embedding. J Digit Imaging 21:77–90, 2008CrossRefPubMed Chiang K, Chang K, Chang R, Yen H: Tamper detection and restoring system for medical images using wavelet-based reversible data embedding. J Digit Imaging 21:77–90, 2008CrossRefPubMed
28.
Zurück zum Zitat Liew S, Zain J: Tamper localization and lossless recovery watermarking scheme. Commun Comput Inf Sci 179(1):555–566, 2011 Liew S, Zain J: Tamper localization and lossless recovery watermarking scheme. Commun Comput Inf Sci 179(1):555–566, 2011
29.
Zurück zum Zitat Liew S, Zain J: Tamper localization and lossless recovery watermarking scheme with ROI segmentation and multilevel authentication. J Digit Imaging 24:114–125, 2011CrossRef Liew S, Zain J: Tamper localization and lossless recovery watermarking scheme with ROI segmentation and multilevel authentication. J Digit Imaging 24:114–125, 2011CrossRef
30.
Zurück zum Zitat Al-Qershi O, Khoo B: Authentication and data hiding using a hybrid ROI-based watermarking scheme for DICOM images. J Digit Imaging 24:114–125, 2011CrossRefPubMed Al-Qershi O, Khoo B: Authentication and data hiding using a hybrid ROI-based watermarking scheme for DICOM images. J Digit Imaging 24:114–125, 2011CrossRefPubMed
31.
Zurück zum Zitat Guo X, Zhuang T: Lossless watermarking for verifying the integrity of medical images with tamper localization. J Digit Imaging 22(6):620–628, 2009CrossRefPubMed Guo X, Zhuang T: Lossless watermarking for verifying the integrity of medical images with tamper localization. J Digit Imaging 22(6):620–628, 2009CrossRefPubMed
32.
Zurück zum Zitat Tan C, Ng C, Xu X, Poh C, Yong L, Sheah K: Security protection of DICOM medical images using dual-layer reversible watermarking with tamper detection capability. J Digit Imaging 24(3):528–540, 2011CrossRefPubMed Tan C, Ng C, Xu X, Poh C, Yong L, Sheah K: Security protection of DICOM medical images using dual-layer reversible watermarking with tamper detection capability. J Digit Imaging 24(3):528–540, 2011CrossRefPubMed
33.
Zurück zum Zitat Mousavi S, Naghsh A, Abu-Bakar S: A heuristic automatic and robust ROI detection method for medical image watermarking. J Digit Imaging 28(4):417–427, 2015CrossRefPubMedPubMedCentral Mousavi S, Naghsh A, Abu-Bakar S: A heuristic automatic and robust ROI detection method for medical image watermarking. J Digit Imaging 28(4):417–427, 2015CrossRefPubMedPubMedCentral
34.
Zurück zum Zitat Su PC, Wang HJ, Kuo CCJ: Digital image watermarking in regions of interest. In: Proceedings of the IS&T conference on image processing, image quality, image capture systems. Savannah, Georgia, 1999, pp 295–300 Su PC, Wang HJ, Kuo CCJ: Digital image watermarking in regions of interest. In: Proceedings of the IS&T conference on image processing, image quality, image capture systems. Savannah, Georgia, 1999, pp 295–300
35.
Zurück zum Zitat Eswaraiah R, Reddy E: Robust medical image watermarking technique for accurate detection of tampers inside region of interest and recovering original region of interest. IET Image Process 9(8):615–625, 2015CrossRef Eswaraiah R, Reddy E: Robust medical image watermarking technique for accurate detection of tampers inside region of interest and recovering original region of interest. IET Image Process 9(8):615–625, 2015CrossRef
36.
Zurück zum Zitat Digital Imaging and Communications in Medicine (DICOM), part 15: security profiles ed., National Electrical Manufacturers Association (NEMA), pS 3.15–2001, 2001 Digital Imaging and Communications in Medicine (DICOM), part 15: security profiles ed., National Electrical Manufacturers Association (NEMA), pS 3.15–2001, 2001
Metadaten
Titel
Crypto-Watermarking of Transmitted Medical Images
verfasst von
Ali Al-Haj
Ahmad Mohammad
Alaa’ Amer
Publikationsdatum
25.08.2016
Verlag
Springer International Publishing
Erschienen in
Journal of Imaging Informatics in Medicine / Ausgabe 1/2017
Print ISSN: 2948-2925
Elektronische ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-016-9901-1

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