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
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES | 2023年 / 134卷 / 01期
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
  • [21] Improving preprocessing in reversible data hiding based on contrast enhancement
    Nunez-Ramirez, Diana
    Mata-Mendoza, David
    Cedillo-Hernandez, Manuel
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (08) : 5468 - 5477
  • [22] A New Histogram Modification Based Robust Image Data Hiding Technique
    Yalman, Yildiray
    Erturk, Ismail
    2009 24TH INTERNATIONAL SYMPOSIUM ON COMPUTER AND INFORMATION SCIENCES, 2009, : 39 - 43
  • [23] Reversible data hiding scheme based on the AMBTC compression technique and Huffman coding
    Xia, Ting-Ting
    Lin, Juan
    Chang, Chin-Chen
    Lu, Tzu-Chuen
    INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2020, 22 (04) : 383 - 393
  • [24] A Low Distortion Reversible Data Hiding Technique Based on Prediction Difference Expansion
    Mohammad, Ahmad A.
    JORDAN JOURNAL OF ELECTRICAL ENGINEERING, 2021, 7 (02): : 130 - 146
  • [25] Reversible encryption and lossless data hiding for medical imaging aiding smart health care
    Basit, Abdul
    Toor, Waqas Tariq
    Saadi, Muhammad
    Maroof, Naeem
    Khan, Saqib Ali
    Al Otaibi, Sattam
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2023, 26 (05): : 2977 - 2991
  • [26] Robust reversible data hiding scheme based on two-layer embedding strategy
    Kumar, Rajeev
    Jung, Ki-Hyun
    INFORMATION SCIENCES, 2020, 512 (512) : 96 - 107
  • [27] A centroid based vector quantization reversible data hiding technique
    Kris Manohar
    The Duc Kieu
    Multimedia Tools and Applications, 2019, 78 : 25273 - 25298
  • [28] A robust data hiding technique using multidimensional lattices
    Chae, JJ
    Mukherjee, D
    Manjunath, BS
    IEEE INTERNATIONAL FORUM ON RESEARCH AND TECHNOLOGY ADVANCES IN DIGITAL LIBRARIES -ADL'98-, PROCEEDINGS, 1998, : 319 - 326
  • [29] A reversible and multipurpose ECG data hiding technique for telemedicine applications
    Bhalerao, Siddharth
    Ansari, Irshad Ahmad
    Kumar, Anil
    Jain, Deepak Kumar
    PATTERN RECOGNITION LETTERS, 2019, 125 : 463 - 473
  • [30] Binary nonogram puzzle based data hiding technique for data security
    Kamil, Samar
    Abdullah, Siti Norul Huda Sheikh
    Hasan, Mohammad Kamrul
    Alomari, Yazan M.
    Alyasseri, Zaid
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (2) : 4951 - 4992