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Context-based watermarking cum chaotic encryption for medical images in telemedicine applications

  • Joshua C. Dagadu
  • Jianping Li
Article
  • 121 Downloads

Abstract

In this paper, we propose a security system for secure transmission of medical images in telemedicine applications. The system couples an IWT-LSB watermarking and an encryption based on random permutation and chaos, to ensure confidentiality, integrity, authentication and nonrepudiation of medical images. We use IWT due to the sensitive nature of medical images and the need to retain diagnostic quality after image reconstruction. During the watermarking phase, the medical image is decomposed into wavelet sub-bands. Electronic patient record and extracted context information are then embedded in the least significant bits of the detail sub-band (host) coefficients. During encryption, the reconstructed watermarked medical image is randomly permuted and the permuted pixels diffused with a chaotic key stream to produce the cipher watermarked image. Experimental results and analyzes show that the system provides sufficient security against various forms of attacks. Furthermore, we propose a security architecture for the system.

Keywords

Telemedicine Medical image Watermarking Chaos-based encryption Integer wavelet transform Context 

Notes

Acknowledgements

This paper was supported by the National Natural Science Foundation of China (Grant No. 61370073), the National High Technology Research and Development Program of China (Grant No. 2007AA01Z423), the project of Science and Technology Department of Sichuan Province.

Compliance with Ethical Standards

Conflict of interests

There are no conflicts of interest

References

  1. 1.
    Abdel-Nabi H, Al-Haj A (2017) Efficient joint encryption and data hiding algorithm for medical images security. In: 2017 8th international conference on information and communication systems (ICICS), pp 147–152. IEEEGoogle Scholar
  2. 2.
    Abowd GD, Dey AK, Brown PJ, Davies N, Smith M, Steggles P (1999) Towards a better understanding of context and context-awareness. In: International Symposium on Handheld and Ubiquitous Computing, pp 304–307. SpringerGoogle Scholar
  3. 3.
    Al-Haj A, Mohammad A et al (2017) Crypto-watermarking of transmitted medical images. J Digit Imaging 30(1):26–38CrossRefGoogle Scholar
  4. 4.
    Al-Haj A et al (2014) Secured telemedicine using region-based watermarking with tamper localization. J Digit Imaging 27(6):737–750CrossRefGoogle Scholar
  5. 5.
    Al-Husainy MAF (2012) A novel encryption method for image security, vol 6, pp 1–8Google Scholar
  6. 6.
    AlShaikh M, Laouamer L, Nana L, Pascu AC (2017) Efficient and robust encryption and watermarking technique based on a new chaotic map approach. Multimedia Tools Appl 76(6):8937–8950CrossRefGoogle Scholar
  7. 7.
    Ansari IA, Pant M (2016) Multipurpose image watermarking in the domain of dwt based on svd and abc. Pattern Recognition LettersGoogle Scholar
  8. 8.
    Ashtiyani M, Birgani PM, Hosseini HM (2008) Chaos-based medical image encryption using symmetric cryptography. In: 3rd international conference on information and communication technologies: from theory to applications, 2008. ICTTA 2008, pp 1–5. IEEEGoogle Scholar
  9. 9.
    Badshah G, Liew SC, Zain JM, Ali M (2016) Watermark compression in medical image watermarking using lempel-ziv-welch (lzw) lossless compression technique. J Digit Imaging 29(2):216–225CrossRefGoogle Scholar
  10. 10.
    Bouslimi D, Coatrieux G (2016) A crypto-watermarking system for ensuring reliability control and traceability of medical images. Signal Process Image Commun 47:160–169CrossRefGoogle Scholar
  11. 11.
    Bouslimi D, Coatrieux G, Cozic M, Roux C (2012) A joint encryption/watermarking system for verifying the reliability of medical images. IEEE Trans Inf Technol Biomed 16(5):891–899CrossRefGoogle Scholar
  12. 12.
    Calderbank A, Daubechies I, Sweldens W, Yeo BL (1998) Wavelet transforms that map integers to integers. Appl Comput Harmon Anal 5(3):332–369MathSciNetCrossRefMATHGoogle Scholar
  13. 13.
    Cancellaro M, Battisti F, Carli M, Boato G, De Natale FG, Neri A (2011) A commutative digital image watermarking and encryption method in the tree structured haar transform domain. Signal Process Image Commun 26(1):1–12CrossRefMATHGoogle Scholar
  14. 14.
    Coatrieux G, Maitre H, Sankur B, Rolland Y, Collorec R (2000) Relevance of watermarking in medical imaging. In: 2000 IEEE EMBS international conference on information technology applications in biomedicine, 2000. Proceedings, pp 250–255. IEEEGoogle Scholar
  15. 15.
    Coatrieux G, Quantin C, Montagner J, Fassa M, Allaert FA, Roux C (2008) Watermarking medical images with anonymous patient identification to verify authenticity. In: MIE, vol 136, pp 667–672Google Scholar
  16. 16.
    Covington MJ, Fogla P, Zhan Z, Ahamad M (2002) A context-aware security architecture for emerging applications. In: Computer Security Applications Conference, 2002. Proceedings. 18th Annual, pp 249–258. IEEEGoogle Scholar
  17. 17.
    Cox IJ, Miller ML, Bloom JA, Honsinger C (2002) Digital watermarking, vol 1558607145. Springer, BerlinGoogle Scholar
  18. 18.
    Cui J, Liu Y, Xu Y, Zhao H, Zha H (2013) Tracking generic human motion via fusion of low-and high-dimensional approaches. IEEE Trans Syst Man Cybern Syst Hum 43(4):996–1002CrossRefGoogle Scholar
  19. 19.
    Dey AK, Abowd GD, Salber D (2001) A conceptual framework and a toolkit for supporting the rapid prototyping of context-aware applications. Hum Comput Interact 16(2):97–166CrossRefGoogle Scholar
  20. 20.
    Dridi M, Hajjaji MA, Bouallegue B, Mtibaa A (2016) Cryptography of medical images based on a combination between chaotic and neural network. IET Image Process 10(11):830–839CrossRefGoogle Scholar
  21. 21.
    Enayatifar R, Sadaei HJ, Abdullah AH, Lee M, Isnin If (2015) A novel chaotic based image encryption using a hybrid model of deoxyribonucleic acid and cellular automata. Opt Lasers Eng 71:33–41CrossRefGoogle Scholar
  22. 22.
    Fu C, Meng WH, Zhan YF, Zhu ZL, Lau FC, Chi KT, Ma HF (2013) An efficient and secure medical image protection scheme based on chaotic maps. Comput Biol Med 43(8):1000–1010CrossRefGoogle Scholar
  23. 23.
    Giakoumaki A, Pavlopoulos S, Koutsouris D (2006) Secure and efficient health data management through multiple watermarking on medical images. Med Biol Eng Comput 44(8):619CrossRefGoogle Scholar
  24. 24.
    Gross T, Specht M (2001) Awareness in context-aware information systems. In: Mensch & Computer 2001, pp 173–182. SpringerGoogle Scholar
  25. 25.
    Habutsu T, Nishio Y, Sasase I, Mori S (1991) A secret key cryptosystem by iterating a chaotic map. In: Eurocrypt, vol 91, pp 127–136. SpringerGoogle Scholar
  26. 26.
    Hajizadeh M, Helfroush MS, Dehghani MJ, Tashk A (2010) A robust blind image watermarking method using local maximum amplitude wavelet coefficient quantization. Advances Elect Comput Engineer 10(3):96–101CrossRefGoogle Scholar
  27. 27.
    Khalifa N, Filali RL, Benrejeb M (2015) On secure image transmission combining chaotic encryption and watermarking using dead beat synchronization of 4d henon maps. In: 2015 3rd International Conference on Control, Engineering & Information Technology (CEIT), pp 1–4. IEEEGoogle Scholar
  28. 28.
    Kumar B, Anand A, Singh S, Mohan A (2011) High capacity spread-spectrum watermarking for telemedicine applications. World Acad Sci Eng Technol 79:2011Google Scholar
  29. 29.
    Li C, Luo G, Qin K, Li C (2017) An image encryption scheme based on chaotic tent map. Nonlinear Dyn 87(1):127–133CrossRefGoogle Scholar
  30. 30.
    Lima J, Madeiro F, Sales F (2015) Encryption of medical images based on the cosine number transform. Signal Process Image Commun 35:1–8CrossRefGoogle Scholar
  31. 31.
    Liu L, Cheng L, Liu Y, Jia Y, Rosenblum DS (2016) Recognizing complex activities by a probabilistic interval-based model. In: AAAI, vol 30, pp 1266–1272Google Scholar
  32. 32.
    Maheshkar S et al Region-based hybrid medical image watermarking for secure telemedicine applications. Multimedia Tools and Applications pp. 1–31Google Scholar
  33. 33.
    Maheshkar S et al (2017) Region-based hybrid medical image watermarking for secure telemedicine applications. Multimedia Tools Appl 76(3):3617–3647CrossRefGoogle Scholar
  34. 34.
    Memon NA, Chaudhry A, Ahmad M, Keerio ZA (2011) Hybrid watermarking of medical images for roi authentication and recovery. Int J Comput Math 88(10):2057–2071CrossRefGoogle Scholar
  35. 35.
    Memon NA, Gilani SAM (2011) Watermarking of chest ct scan medical images for content authentication. Int J Comput Math 88(2):265–280MATHGoogle Scholar
  36. 36.
    Metkar SP, Lichade MV (2013) Digital image security improvement by integrating watermarking and encryption technique. In: 2013 IEEE international conference on signal processing, computing and control (ISPCC), pp 1–6. IEEEGoogle Scholar
  37. 37.
    Mitchell K (2002) A survey of context-awareness. University of Lancaster, LancasterGoogle Scholar
  38. 38.
    Mitra A, Rao YS, Prasanna S et al (2006) A new image encryption approach using combinational permutation techniques. Int J Comput Sci 1(2):127–131Google Scholar
  39. 39.
    Nyeem H, Boles W, Boyd C (2013) A review of medical image watermarking requirements for teleradiology. J Digit Imaging 26(2):326–343CrossRefGoogle Scholar
  40. 40.
    Paar C, Pelzl J (2009) Understanding cryptography: a textbook for students and practitioners. Springer Science & Business Media, BerlinMATHGoogle Scholar
  41. 41.
    Parah SA, Sheikh JA, Ahad F, Loan NA, Bhat GM (2017) Information hiding in medical images: a robust medical image watermarking system for e-healthcare. Multimedia Tools Appl 76(8):10,599–10,633CrossRefGoogle Scholar
  42. 42.
    Parvees MM, Samath JA, Bose BP (2016) Secured medical images-a chaotic pixel scrambling approach. J Med Syst 40(11):232CrossRefGoogle Scholar
  43. 43.
    Pascoe J (1998) Adding generic contextual capabilities to wearable computers. In: 2nd international symposium on wearable computers, 1998. Digest of Papers, pp 92–99. IEEEGoogle Scholar
  44. 44.
    Piva A, Bianchi T, De Rosa A (2010) Secure client-side st-dm watermark embedding. IEEE Trans Inf Forensics Secur 5(1):13–26CrossRefGoogle Scholar
  45. 45.
    Prasanna S, Ashalatha M, Nirmala S, Haribhat K (2000) Study of permutations in the context of speech privacy. In: Proceeding of ECCAP, pp 99–106Google Scholar
  46. 46.
    Ravichandran D, Praveenkumar P, Rayappan JBB, Amirtharajan R (2016) Chaos based crossover and mutation for securing dicom image. Comput Biol Med 72:170–184CrossRefGoogle Scholar
  47. 47.
    Rial A, Deng M, Bianchi T, Piva A, Preneel B (2010) A provably secure anonymous buyer–seller watermarking protocol. IEEE Trans Inf Forensics Secur 5(4):920–931CrossRefGoogle Scholar
  48. 48.
    Roussaki I, Strimpakou M, Kalatzis N, Anagnostou M, Pils C (2006) Hybrid context modeling: A location-based scheme using ontologies. In: 4th annual IEEE international conference on pervasive computing and communications workshops (PERCOMW’06), pp 6–pp. IEEEGoogle Scholar
  49. 49.
    Salomon D (2004) Data compression: the complete reference. Springer Science & Business Media, BerlinGoogle Scholar
  50. 50.
    Singh AK, Dave M, Mohan A (2015) Robust and secure multiple watermarking in wavelet domain. J Med Imaging Health Inf 5(2):406–414CrossRefGoogle Scholar
  51. 51.
    Solanki N, Malik SK (2014) Roi based medical image watermarking with zero distortion and enhanced security. Int J Modern Ed Comput Sci 6(10):40CrossRefGoogle Scholar
  52. 52.
    Tashk A, Danyali H, Alavianmehr MA (2012) A modified dual watermarking scheme for digital images with tamper localization/detection and recovery capabilities. In: 2012 9th international isc conference on information security and cryptology (ISCISC), pp 60–65. IEEEGoogle Scholar
  53. 53.
    Thabit R, Khoo BE (2017) Medical image authentication using slt and iwt schemes. Multimedia Tools Appl 76(1):309–332CrossRefGoogle Scholar
  54. 54.
    Wang H, Ye JM, Liang HF, Miao ZH (2017) A medical image encryption algorithm based on synchronization of time-delay chaotic system. Adv Manuf 5:1–7CrossRefGoogle Scholar
  55. 55.
    Yoshida T, Mori H, Shigematsu H (1983) Analytic study of chaos of the tent map: band structures, power spectra, and critical behaviors. J Stat Phys 31(2):279–308MathSciNetCrossRefGoogle Scholar
  56. 56.
    Zhang X, Qin C, Sun G (2012) Reversible data hiding in encrypted images using pseudorandom sequence modulation. In: International Workshop on Digital Watermarking, pp 358–367. SpringerGoogle Scholar
  57. 57.
    Zhou X, Huang H, Lou SA (2000) Secure method for sectional image archiving and transmission. In: Medical Imaging 2000: PACS Design and Evaluation: Engineering and Clinical Issues, vol 3980, pp 390–400. International Society for Optics and PhotonicsGoogle Scholar
  58. 58.
    Zimmermann A, Lorenz A, Oppermann R (2007) An operational definition of context. In: International and Interdisciplinary Conference on Modeling and Using Context, pp 558–571. SpringerGoogle Scholar

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© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  1. 1.International Center for Wavelet Analysis and Its Applications, School of Computer Science and EngineeringUniversity of Electronic Science and Technology of ChinaChengduPeople’s Republic of China

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