Enhanced PRNGs based ACORN with Chaotic Map for Securing DICOM Image Encryption
Keywords:
Chaotic map, ACORN, DICOM, Encryption Medical Images, ECEM, Patient confidentiality.Abstract
Due to technological advances, medical and non-medical services are needed to provide the best teleradiology services to secure medical images. Primary issue is medical image secrecy. Conventional block and stream ciphers can't encrypt large volumes of data because small files contain minimal data. The study aims in the direction of create a chaotic map based encryption algorithm to protect clinical images. The enhanced Pseudo Random Number Generators (PRNGs) Centered Additive Congruential Random Number [ACORN] generator, including the nonlinear dynamical method Logistic chaotic map, are utilized in this work to present a 24Bit colour DICOM image encryption technique. We use ACORN Generator to generate 8 (24Bit) random images in our recommended DICOM image encryption method. The equations of several Enhanced Chaotic Economic Maps are derived through replacing cosine and sine functions in the standard ECEM. High-reliability encryption is accomplished through careful analysis of the ECEMs' Lyapunov exponents (proponents) and bifurcate nature. To protect patient privacy, 8-bit DICOM image pixels generated using enhanced Chaotic maps are swapped, chaotically distributed, and diffused using a variety of chaotic sequences. Scrambling is followed by a battery of security tests to prove the algorithm is sound; these include entropy, statistical, differential, key sensitivity, key space, noise attack, decryption effectiveness, and cropping.
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L., Zhou, V. Varadharajan, and M. Hitchens, (2012) 'A flexible cryptographic approach for securedata storage in the cloud using role-based access control', International Journal of CloudComputing,Vol.1,Nos. 2/3, pp.201–220.
D. Ravichandran, P. Praveenkumar, J.B.B Rayappan and R. Amirtharajan,(2016)' Chaos based cross overandmutation for securing DICOMimage',ComputesinBiologyandMedicine,Vol.72, pp.170–184, DOI: 10.1016/j.compbiomed.2016.03.020.
L.O.M. Kobayashi and S.S. Fururie, (2009) 'Proposal for DICOM multi frame medical image integrity and authenticity', Journal of Digital Imaging, Vol. 22, No. 1, pp.71–83,DOI:10.1007/s10278-008-9103-6.
P. Praveenkumar, R. Amirtharajan, K. Thenmozhi, and J.B.B.Rayappan, (2015) 'Triple chaotic image scrambling on RGB a random image encryption approach' ,Security and Communications Networks, Vol.8, No.18,pp.3335–3345, DOI: 10.1002/sec.1257.
C. Fu, W. Meng, Y.Zhan, Z. Zhu, F.C.M. Lau,C.K., Tse and Ma, H. (2013) 'An efficient andsecure medical image protection scheme based on chaotic maps', Computers in Biology andMedicine,Vol. 43,pp.1000–1010, DOI: 10.1016/j.compbiomed.2013.05.005.
A. Kanso and M. Ghebleh, (2015) 'An efficient and robust image encryption scheme for medical applications', Communications in Nonlinear Science and Numerica lSimulation, Vol.24,Nos.1–3, pp.98–116, DOI: 10.1016/j.cnsns.2014.12.005.
M,Y.M.Parvees, J.A.Samath, I.K.Raj and R.M.Nirmal, (2017) 'Chaos-based stegano cryptic approach to protect medical images with text data of patients', Journa lof Medical Imaging and Health Informatics, Vol.7, pp.1–8, DOI: 10.1166/jmihi.2017.1993.
P.Praveenkumar, N.Kerthana Devi, D.Ravichandran, J.Avila, K.Thenmozhi,J.B.B. Rayappan and R.Amirtharajan, (2017) 'Trans receiving of encrypted medical image – a cognitive approach', Multimedia Tools Applications, pp.1–26, DOI: 10.1007/s11042-017- 4741-7.
C.Fu, W. Meng, Y. Zhan, Z. Zhu, F.C.M. Lau, C.K. Tse and H. Ma, (2013) 'An efficient and secure medical image protection scheme based on chaotic maps', Computers in Biology and Medicine, Vol. 43, pp.1000–1010, DOI: 10.1016/j.compbiomed.2013.05.005.
W. Cao, Y. Zh,ou ,C.L.P. Philip and L. Xia, (2017) 'Medical image encryption using edge maps',Signal Processing, Vol. 132, pp.96–109, DOI: 10.1016/j.sigpro.2016.10.003
M. Dzwonkowski , M. Papaj and R.Rykaczewski, (2015) 'A new quaternion-based encryption method for DICOM images', IEEE Transactions on Image Processing, DOI: 10.1109/TIP.2015.2467317.
J.Hu and F.Han, (2009) 'A pixel-based scrambling scheme for digital medical images protection', Journal of Network and Computer Applications, Vol. 32, pp.788–794, DOI: 10.1016/j.jnca.2009.02.009.
A.Al-Haj, G.Abandah and N.Hussein, (2015) 'Crypto-based algorithms for secured medical image transmission', IET Information Security, Vol. 9, pp.365–373, DOI: 10.1049/iet- ifs.2014.0245.
Q.N.Natsheh, B.Li and A.G.Gale, (2016) 'Security of multi-frame DICOM images using XOR encryption approach', International Conference on Medical Imaging Understanding and Analysis, Procedia Computer Science, Vol. 90, pp.175–181, DOI: 10.1016/ j.procs.2016.07.018.
C.Dong, (2014) 'Colour image encryption using one-time keys and coupled chaotic systems', Signal Processing: Image Communications, Vol. 29, pp.628–640, DOI: 10.1016/j.image. 2013.09.006
S.Behnia, A.Akhshani, H.Mahmodi, and A.Akhavan, (2008) 'A novel algorithm for image encryption based on mixture of chaotic maps', Chaos, Solitons and Fractals, Vol. 35, pp.408–419, DOI: 10.1016/j.chaos.2006.05.011.
S.Dhall , SK.Pal ,K.Sharma (2018) Cryptanalysis of image encryption scheme based on a new 1D chaotic system. Signal Process 146:22–32. https://doi.org/10.1016/J.SIGPRO.2017.12.021.
M.Dzwonkowski , R.Rykaczewski (2019) Secure quaternion feistel cipher for DICOM images. IEEE Trans Image Process 28:371–380. https://doi.org/10.1109/TIP.2018.2868388.
R.Enayatifar ,AH. Abdullah ,IF. Isnin et al (2017) Image encryption using a synchronous permutation-diffusion technique. Opt Lasers Eng 90:146–154. https://doi.org/10.1016/J.OPTLASENG.2016.10.006.
D.Huo ,ZD Fu ,S Yuan et al (2019) Image encryption using exclusive-OR with DNA complementary rules and double random phase encoding. Physics Letters, Section A: General, Atomic and Solid State Physics 383:915– 922. https://doi.org/10.1016/j.physleta.2018.12.011.
Q.Zhang, L.Guo and X.Wei, (2010) 'Image encryption using DNA addition combining with chaotic maps', Mathematical and Computer Modelling, Vol. 52, Nos. 11/12, pp.2028–2035, DOI: 10.1016/j.mcm.2010.06.005.
C.Fu, G.Zhang, O.Bian, W.Lei and H.Ma, (2014) 'A novel medical image protection scheme using a 3-dimensional chaotic system', PLoS One, Vol. 9, p.e115773 DOI: 10.1371/journal.pone.0115773.
A.Kanso and M.Ghebleh, (2012) 'A novel image encryption algorithm based on a 3D chaotic map', Communications in Nonlinear Science and Numerical Simulation, Vol. 17, pp.2943–2959, DOI: 10.1016/j.cnsns.2011.11.030.
S.M.Seyedzadeh, and S,Mirzakuchaki, (2012) 'A fast color image encryption algorithm based on coupled two-dimensional piecewise chaotic map', Signal Processing, Vol. 92, pp.1202–1215, DOI: 10.1016/j.sigpro.2011.11.004.
S.Rajagopalan ,S. Poori ,M. Narasimhan et al (2020) Chua's diode and strange attractor: a three-layer hardware–software co-design for medical image confidentiality. IET Image Process 14:1248–1256. https://doi.org/10.1049/iet-ipr.2019.0562.
Y.Zhang , Y.Li ,W. Wen et al (2015) Deciphering an image cipher based on 3-cell chaotic map and biological operations. Nonlinear Dynamics 82:1831–1837. https://doi.org/10.1007/s11071-015-2280-1.
E.Yavuz, R.Yazici, M.C.Kasapbas and E.Yamac, (2016) 'A chaos-based image encryption algorithm with simple logical functions', Computers & Electrical Engineering, Vol. 54, pp.471–483, DOI: 10.1016/j.compeleceng.2015.11.008.
Hua, Zhongyun, Shuang Yi, and Yicong Zhou. "Medical image encryption using high-speed scrambling and pixel adaptive diffusion." Signal Processing 144 (2018): 134-144.
Kamal, T.Sara et al. "A new image encryption algorithm for grey and color medical images." IEEE Access 9 (2021): 37855-37865,DOI: 10.1109/ACCESS.2021.3063237.
Guesmi, Ramzi, and M. A. Farah. "A new efficient medical image cipher based on hybrid chaotic map and DNA code." Multimedia tools and applications 80.2 (2021): 1925-1944.Google Scholar.
TemadherAlassiry Al-Maadee, IqtadarHussain, Amir Anees, Muhammad Tahir Mustafa, "A image encryption algorithm based on chaotic Lorenz system and novel primitive polynomial S-boxes", Multimedia Tools and Applications, 2021,Vol-80, pp-24801–24822, https://doi.org/10.1007/s11042-021-10695-5.
S.AashiqBanu and RengarajanAmirtharajan. "Tri-level scrambling and enhanced diffusion for DICOM image cipher-DNA and chaotic fused approach." Multimedia Tools and Applications 79.39 (2020): 28807-28824.
A.Belazi , Abd El-Latif AA, S Belghith (2016) A novel image encryption scheme based on substitution-permutation network and chaos. Signal Process 128:155–170. https://doi.org/10.1016/J.SIGPRO.2016.03.021.
JC Dagadu , J Li , EO Aboagye (2019) Medical image encryption based on hybrid chaotic DNA diffusion. WirelPersCommun 108:591–612. https://doi.org/10.1007/s11277-019-06420-z.
R.S. Wikramaratna, "Theoretical background for the ACORN random number generator", Report AEA-APS-0244, AEA Technology, Winfrith, Dorset, UK, 1992.
W.Zhen, H. Xia, L.Yu-Xia, and S.Xiao-Na, (2013) 'A new image encryption algorithm based on the fractional-order', Chinese Physics B, Vol. 010504, DOI: 10.1088/1674-1056/22/1/010504.
J.Liu, Y.Ma, S. Li, J.Lian & X.Zhang, (2018). A new simple chaotic system and its application in medical image encryption. Multimedia Tools and Applications, 77(17), 22787-22808.
S.Kumar, B.Panna &R.K.Jha, (2019). Medical image encryption using fractional discrete cosine transform with chaotic function. Medical & biological engineering & computing, 57(11), 2517-2533.
T.Wazi, Mayada et al. "A secure image cryptosystem via multiple chaotic maps." Discrete Mathematics, Algorithms and Applications (2021): 2150141.
B.Stoyanov, and K.Kordov, (2015) 'Image encryption using Chebyshev map and rotation equation', Entropy, Vol. 17, pp.2117–2139, DOI: 10.3390/e17042117.
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