A Robust Data Hiding Reversible Technique for Improving the Security in e-Health Care System

被引:12
|
作者
Kanwal, Saima [1 ]
Tao, Feng [1 ]
Almogren, Ahmad [2 ]
Rehman, Ateeq Ur [3 ]
Taj, Rizwan [1 ]
Radwan, Ayman [4 ,5 ]
机构
[1] Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China
[2] King Saud Univ, Coll Comp & Informat Sci, Dept Comp Sci, Riyadh 11633, Saudi Arabia
[3] Govt Coll Univ, Dept Elect Engn, Lahore 54000, Pakistan
[4] Inst Telecomunicacoes, P-3810193 Aveiro, Portugal
[5] Univ Aveiro, P-3810193 Aveiro, Portugal
来源
基金
中国国家自然科学基金;
关键词
Medical images security; data hiding; LSB matching; hiding capacity; imperceptibility; STEGANOGRAPHY; ALGORITHM; SCHEME; IMAGES; LSB; PVD;
D O I
10.32604/cmes.2022.020255
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The authenticity and integrity of healthcare is the primary objective. Numerous reversible watermarking schemes have been developed to improve the primary objective but increasing the quantity of embedding data leads to covering image distortion and visual quality resulting in data security detection. A trade-off between robustness, imperceptibility, and embedded capacity is difficult to achieve with current algorithms due to limitations in their ability. Keeping this purpose insight, an improved reversibilitywatermarkingmethodology is proposed to maximize data embedding capacity and imperceptibility while maintaining data security as a primary concern. A key is generated by a random path with minimum bit flipping is selected in the 4 x 4 block to gain access to the data embedding patterns. The random path's complex structure ensures data security. Data of various sizes (8 KB, 16 KB, 32 KB) are used to analyze image imperceptibility and evaluate quality factors. The proposed reversible watermarking methodology performance is tested under standard structures PSNR, SSIM, and MSE. The results revealed that the MRI watermarked images are imperceptible, like the cover image when LSB is 3 bits plane. Our proposed reversible watermarking methodology outperforms other related techniques in terms of average PSNR (49.29). Experiment results show that the suggested reversible watermarking method improves data embedding capacity and imperceptibility compared to existing state-of-the-art approaches.
引用
收藏
页码:201 / 219
页数:19
相关论文
共 50 条
  • [41] Security Improvement and Privacy Preservation in E-Health
    Kishore, Pushkar
    Barisal, Swadhin Kumar
    Kumar, Kulamala Vinod
    Mohapatra, Durga Prasad
    IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), 2021,
  • [42] A reversible data hiding scheme based on the Sudoku technique
    Nguyen, Thai-Son
    Chang, Chin-Chen
    DISPLAYS, 2015, 39 : 109 - 116
  • [43] e-Health: An Introduction to the Challenges of Privacy and Security
    Jara, H. R.
    Schafir, E.
    2014 IEEE CENTRAL AMERICA AND PANAMA CONVENTION (CONCAPAN XXXIV), 2014,
  • [44] Reversible Data Hiding Technique Using Histogram Shifting
    Gupta, Juhi
    Gupta, Priya
    Gupta, S. C.
    2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2015, : 2114 - 2119
  • [46] Lossless Data Hiding Technique using Reversible Function
    Shin, Sang-Ho
    Hwang, Ho
    Jeon, Jun-Cheol
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2014, 8 (01): : 389 - 399
  • [47] Trust assessment of security for e-health systems
    Bahtiyar, Erif
    Caglayan, Mehmet Ufuk
    ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2014, 13 (03) : 164 - 177
  • [48] Sensor network security for pervasive e-health
    Garcia-Morchon, Oscar
    Falck, Thomas
    Wehrle, Klaus
    SECURITY AND COMMUNICATION NETWORKS, 2011, 4 (11) : 1257 - 1273
  • [49] Security Challenges in Adaptive e-Health Processes
    Predeschly, Michael
    Dadam, Peter
    Acker, Hilmar
    COMPUTER SAFETY, RELIABILITY, AND SECURITY, PROCEEDINGS, 2008, 5219 : 181 - 192
  • [50] A Survey on Security & Privacy Design in e-Health
    Ozkar, Mehmet
    Sandikkaya, Mehmet Tahir
    2020 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2020, : 208 - 213