Abstract
The paper presents a novel QR code based color image steganography to facilitate remote transmission of ECG signal along with patient diagnosis data. The proposed system is configured with two stage security processes, namely pixel permutation and chaos encryption. A three step sequential strategy is adapted for the implementation of the system. At first, the diagnose information in the form of alphanumeric data is given to QR code generator for the generation of equivalent 2D binary matrix. Similarly, the ECG signal samples are transformed into alphanumeric cipher text by involving integer to binary sequence conversion process and eventually into corresponding QR codes. Secondly, the both diagnose data as well as ECG signal integrated QR codes are embedded within individual R, G and B color image components by using the pixel permutation process. Finally, the color image components, R, B and G are individually encrypted by using 1D chaotic encryption technique as an attempt to enhance further the security of existing steganography process. The experimental results are validated in terms of NCPR, UACI and also entropy which found to be better and comparable than other baseline algorithms.
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References
A pivot-hinged, multilayer SU-8 micro motion amplifier assembled by a self-aligned approach
Akhshani A, Akhavan A, Lim S-C, Hassan Z (2012) An image encryption scheme based on quantum logistic map. Commun Nonlinear Sci Numer Simul 17:4653–4661
Ardagna CA, Cremonini M, De Capitani Di Vimercati S, Samarati P (2008a) A privacy-aware access control system. J Comput Secur 16(4):369–397. https://doi.org/10.3233/JCS-2008-0328
Arnold VI (1968) Ergodic problems of classical mechanics. Mathematical physics monograph series. WA Ben jams in Inc, New York
Barrera JF, Mira A, Torroba R (2013) Optical encryption and QR codes: secure and noise-free information retrieval. Opt Express 21(5):5373–5378
Barrera JF, Mira-Agudelo A, Torroba R (2014) Experimental QR code optical encryption: noise-free data recovering. Opt Lett 39(10):3074–3077
Bertino E. Yang Y. Ooi BC. & Deng RH (2005c) Privacy and ownership preserving of outsourced medical data. Proc. - Int. Conf. Data Eng., (Icde): 521–532. https://doi.org/10.1109/ICDE.2005.111
Bilal M et al (2014) Chaos based zero-steganography algorithm. Multimed Tools Appl 72(2):1073–1092
Brumen B, Heričko M, Sevčnikar A, Završnik J, Hölbl M (2013d) Outsourcing medical data analyses: can technology overcome legal, privacy, and confidentiality issues? J Med Internet Res 15(12):e283. https://doi.org/10.2196/jmir.2471
El Assad S, Farajallah M (2016) A new chaos-based image encryption system. Signal Process Image Commun 41:144–157
Engin M, Çidam O, Engin EZ (2005) Wavelet transformation based watermarking technique for human electrocardiogram (ECG). J Med Syst 29(6):589–594
Ibaida A, Khalil I (2013) Wavelet-based ECG steganography for protecting patient confidential information in point-of-care systems. IEEE Trans Biomed Eng 60(12):3322–3330
International Standard ISO/IEC 18004 (2006) Information technology – automatic identification and data capture techniques – QR Code 2005 bar code symbology specification, Second Edition
Jain M, Lenka SK, Vasistha SK (2016) Adaptive circular queue image steganography with RSA cryptosystem. Perspect Sci 8:417–420
Jain M, Kumar A, Choudhary RC (2017) Improved diagonal queue medical image steganography using Chaos theory, LFSR, and Rabin cryptosystem. Brain Info 4(2):95–106
Jawad LM, G Sulong (2015) A survey on emerging challenges in selective color image encryption techniques." Indian Journal of Science and Technology 8.27
Jero SE, Ramu P, Ramakrishnan S (2014) Discrete wavelet transform and singular value decomposition based ECG steganography for secured patient information transmission. J Med Syst 38.10:132
Kalpana J, Murali P (2015) An improved color image encryption based on multiple DNA sequence operations with DNA synthetic image and chaos. Optik-Int J Light Electron Optics 126(24):5703–5709
Kaur R, Singh EK (2013) Image encryption techniques: a selected review. J Comput Eng 9(6):80–83
Law P (1996b) Health Insurance Portability and Accountability Act of 1996. Public Law 104–191. US. Statut. Large, 1101936–2103
Li M, Yu S, Zheng Y, Ren K, Lou W (2013e) Scalable and secure sharing of personal health records in cloud computing using attribute-based encryption. IEEE Trans Parallel Distrib Syst 24(1):131–143. https://doi.org/10.1109/TPDS.2012.97
Li L et al (2016) An aesthetic QR code solution based on error correction mechanism. J Syst Softw 116:85–94
Li Y, Wang C, Chen H (2017) A hyper-chaos-based image encryption algorithm using pixel-level permutation and bit-level permutation. Opt Lasers Eng 90:238–246
Lin Y-H et al (2004) A wireless PDA-based physiological monitoring system for patient transport. IEEE Trans Inf Technol Biomed 8(4):439–447
Maheswari SU, Jude Hemanth D (2015) Frequency domain QR code based image steganography using Fresnelet transform. AEU-Int J Electron Commun 69(2):539–544
Mazloom S, Eftekhari-Moghadam A (2009) Color image encryption based on coupled nonlinear chaotic map. Chaos, Solitons Fractals 42:1745–1754
Murugan B, Gounder A (2016) Image encryption scheme based on block-based confusion and multiple levels of diffusion. IET Comput Vis 10:593–602
Nassar SS et al (2016) Secure wireless image communication using LSB steganography and chaotic baker ciphering. Wirel Pers Commun 91(3):1023–1049
Ng HS, Sim ML, Tan CM (2006f) Security issues of wireless sensor networks in healthcare applications. BT Technol J 24(2):138–144. https://doi.org/10.1007/s10550-006-0051-8
Pak C, Huang L (2017) A new color image encryption using combination of the 1D chaotic map. Signal Process 138:129–137
Pashakolaee PG, Shahhoseini HS, Mollajafari M (2017). Hyper-chaotic Feeded GA (HFGA): a reversible optimization technique for robust and sensitive image encryption. Multimedia Tools and Applications, 1–30
Passively self-aligned assembly of compact barrel hinges for high-performance, out-of-plane MEMS actuators
Priya S, B Santhi, P Swaminathan (2017) Hybrid Transform Based Reversible Watermarking Technique for Medical Images in Telemedicine Applications." Optik-International Journal for Light and Electron Optics
Ramesh G, Hambiraja E, Umarani DR (2012) A survey on various most common encryption techniques. Int J Adv Res Comput Sci Softwar Eng 2(7):226–233
Roy R, Sarkar A, Changder S (2013) Chaos based edge adaptive image steganography. Proced Technol 10:138–146
Scalable, MEMS-enabled, vibrational tactile actuators for high resolution tactile displays, JMM 2014
Seyedzadeh SM, Mirzakuchaki S (2012) A fast color image encryption algorithm based on coupled two-dimensional piecewise chaotic map. Signal Process 92:1202–1215
Seyedzadeh SM, Norouzi B, Mosavi MR et al (2015) A novel color image encryption algorithm based on spatial permutation and quantum chaotic map. Nonlinear Dyn 81:511
Wang X, Zhang H-l (2015) A color image encryption with heterogeneous bit-permutation and correlated chaos. Opt Commun 342:51–60
Wang Y et al (2011) A new chaos-based fast image encryption algorithm. Appl Soft Comput 11(1):514–522
Wang X, Teng L, Qin X (2012) A novel colour image encryption algorithm based on chaos. Signal Process 92:1101–1108
Wang L, Song H, Liu P (2016) A novel hybrid color image encryption algorithm using two complex chaotic systems. Opt Lasers Eng 77:118–125
Wei X et al (2012) A novel color image encryption algorithm based on DNA sequence operation and hyper-chaotic system. J Syst Softw 85(2):290–299
Wong K-W, Kwok BS-H, Law W-S (2008) A fast image encryption scheme based on chaotic standard map. Phys Lett A372(15):2645–2652
Zhang Xiaoqiang, Zhu Guiliang, Wang Weiping, Wang Mengmeng, Ma Shilong (1968) Period law of discrete two-dimensional Arnold transformation. In: Proceedings of the 2010 fifth international conference on frontier of computer science and technology 565–9
Xie X, Zaitsev Y, Velasquez-Garcia L, Teller S, Livermore C (2014) Compact, scalable, high-resolution, MEMS-enabled tactile displays. In Proc. of Solid-State Sensors, Actuators, and Microsystems Workshop 127–130
Yang H, Wong K-W, Liao X, Zhang W, Wei P (2010) A fast image encryption and authentication scheme based on chaotic maps. Commun Non linear Sci Numer Simul 15(11):3507–3517
Yavuz E et al (2016) A chaos-based image encryption algorithm with simple logical functions. Comput Electr Eng 54:471–483
Zhai X et al. (2016) ECG encryption and identification based security solution on the Zynq SoC for connected health systems. J Paral Distrib Comput
Zhenjun T, Juan S, Xianquan Z, Ronghai S (2016) Multiple-image encryption with bit-plane decomposition and chaotic maps. Opt Lasers Eng 80(5):1–11
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Mathivanan, P., Balaji Ganesh, A. QR code based color image cryptography for the secured transmission of ECG signal. Multimed Tools Appl 78, 6763–6786 (2019). https://doi.org/10.1007/s11042-018-6471-x
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DOI: https://doi.org/10.1007/s11042-018-6471-x