Hybrid image encryption using advanced least significant bit algorithm, chaotic maps and DNA encoding for digital healthcare

被引:0
|
作者
Selvakumar B. [1 ]
Abinaya P. [1 ]
Lakshmanan B. [1 ]
Sheron S. [1 ]
Smitha Rajini T. [1 ]
机构
[1] Department of Computer Science and Engineering, Mepco Schlenk Engineering College, Sivakasi
来源
关键词
arithmetic division operation; canny edge detection algorithm; chaotic maps; DNA encoding; Hybrid image encryption; least significant bit algorithm;
D O I
10.3233/JIFS-236637
中图分类号
学科分类号
摘要
Security and privacy are major concerns in this modern world. Medical documentation of patient data needs to be transmitted between hospitals for medical experts opinions on critical cases which may cause threats to the data. Nowadays most of the hospitals use electronic methods to store and transmit data with basic security measures, but these methods are still vulnerable. There is no perfect solution that solves the security problems in any industry, especially healthcare. So, to cope with the arising need to increase the security of the data from being manipulated the proposed method uses a hybrid image encryption technique to hide the data in an image so it becomes difficult to sense the presence of data in the image while transmission. It combines Least Significant Bit (LSB) Algorithm using Arithmetic Division Operation along with Canny edge detection to embed the patient data in medical images. The image is subsequently encrypted using keys of six different chaotic maps sequentially to increase the integrity and robustness of the system. Finally, an encrypted image is converted into DNA sequence using DNA encoding rule to improve reliability. The experimentation is done on the Chest XRay image, Knee Magnetic Resonance Imaging (MRI) image, Neck MRI image, Lungs Computed Tomography (CT) Scan image datasets and patient medical data with 500 characters, 1000 characters and 1500 characters. And, it is evaluated based on time coefficient of encryption and decryption, histogram, entropy, similarity score (Mean Square Error), quality score (peak signal-to-noise ratio), motion activity index (number of changing pixel rate), unified average changing intensity, image similarity score (structure similarity index measurement) between original and encrypted images. Also, the proposed technique is compared with other recent state of arts methods for 500 characters embedding and performed better than those techniques. The proposed method is more stable and embeds comparatively more data than other recent works with lower Mean Square Error value of 4748.12 which is the main factor used to determine how well the data is hidden and cannot be interpreted easily. Also, it achieved a Peak Signal-Noise Ratio (PSNR) value of 71.34 dB, which is superior than other recent works, verifying that the image quality remains uncompromising even after being encrypted. © 2024 – IOS Press.
引用
收藏
页码:9139 / 9153
页数:14
相关论文
共 50 条
  • [41] A Bit-Level Three-Dimensional Rectangular Image Encryption Algorithm Using New Chaotic Maps
    Zhouli Zhenhui Li
    Feng He
    Renyuan Huang
    Automatic Control and Computer Sciences, 2023, 57 : 380 - 388
  • [42] A Bit-Level Three-Dimensional Rectangular Image Encryption Algorithm Using New Chaotic Maps
    He, Zhouli
    Huang, Feng
    Jia, Renyuan
    AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2023, 57 (04) : 380 - 388
  • [43] Digital Image Watermarking Using Least Significant Bit Technique in Different Bit Positions
    Bansal, Neha
    Deolia, Vinay Kumar
    Bansal, Atul
    Pathak, Pooja
    2014 6TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS, 2014, : 813 - 818
  • [44] Image encryption algorithm using wavelet packets and multiple chaotic maps
    Macovei, Corina
    Raducanu, Mircea
    Datcu, Octaviana
    2020 14TH INTERNATIONAL SYMPOSIUM ON ELECTRONICS AND TELECOMMUNICATIONS (ISETC), 2020, : 297 - 300
  • [45] A RGB image encryption technique using chaotic maps of fractional variable-order based on DNA encoding
    Avalos-Ruiz, L. F.
    Zuniga-Aguilar, C. J.
    Gomez-Aguilar, J. F.
    Cortes-Campos, H. M.
    Lavin-Delgado, J. E.
    CHAOS SOLITONS & FRACTALS, 2023, 177
  • [46] Symmetric keys image encryption and decryption using 3D chaotic maps with DNA encoding technique
    Sakshi Patel
    Multimedia Tools and Applications, 2020, 79 : 31739 - 31757
  • [47] Symmetric keys image encryption and decryption using 3D chaotic maps with DNA encoding technique
    Patel, Sakshi
    Bharath, K. P.
    Kumar, Rajesh M.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (43-44) : 31739 - 31757
  • [48] A novel image encryption algorithm based on piecewise linear chaotic maps and least squares approximation
    M. Ghebleh
    A. Kanso
    D. Stevanović
    Multimedia Tools and Applications, 2018, 77 : 7305 - 7326
  • [49] A New Steganography Approach for Image Encryption Exchange by Using the Least Significant Bit Insertion
    Younes, Mohammad Ali Bani
    Jantan, Aman
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2008, 8 (06): : 247 - 254
  • [50] A novel image encryption algorithm based on piecewise linear chaotic maps and least squares approximation
    Ghebleh, M.
    Kanso, A.
    Stevanovic, D.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (06) : 7305 - 7326