A reversible fragile watermarking technique using fourier transform and Fibonacci Q-matrix for medical image authentication

被引:4
作者
Bouarroudj, Riadh [1 ]
Souami, Feryel [1 ,2 ]
Bellala, Fatma Zohra [1 ]
Zerrouki, Nabil [3 ]
机构
[1] Univ Sci & Technol Houari Boumediene USTHB, Dept Comp Sci, LRIA, BP 32, Algiers 16111, Algeria
[2] Univ Algiers 1, Dept Comp Sci, Algiers 16000, Algeria
[3] Ctr Dev Adv Technol CDTA, Algiers, Algeria
关键词
Fragile watermarking; Reversible data-hiding; Medical image authentication; Self-embedding; Watermark encryption; Fibonacci Q-matrix; ATTACKS; SCHEME;
D O I
10.1016/j.bspc.2024.105967
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Image authentication techniques are crucial for a multitude of multimedia applications. When images are transmitted through non-secure channels like the internet, they are vulnerable to unauthorized alterations and manipulations. Therefore, it is essential in sensitive fields, like the medical industry, to employ image authentication techniques to guarantee the integrity and authenticity of transmitted images. In this paper, to address these security issues and to ensure the authenticity of medical images, we present a reversible fragile watermarking model where the watermark is first generated from the cover image using DCT and then encrypted by the Fibonacci Q-matrix technique, enhancing the model's security. Subsequently, DFT is performed on the host image and the obtained sub-band is segmented into 2 x 2 blocks, the watermark is then embedded within the frequency coefficients using a new embedding technique. Experimental results indicates that the presented model produces a great watermarked image quality, with a PSNR superior to 117 dB, while maintaining an acceptable embedding capacity of 0.25 BPP and high sensitivity to various attacks, as it was tested against 16 different attacks and could detect tampering in all of them. Furthermore, the presented scheme offers nearly perfect reversibility with a PSNR of 324 dB, which is very useful in the medical field where we need images with as little distortion as possible.
引用
收藏
页数:11
相关论文
共 37 条
  • [1] Watermarking techniques for medical data authentication: a survey
    Anand, Ashima
    Singh, Amit Kumar
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (20) : 30165 - 30197
  • [2] A novel reversible fragile watermarking in DWT domain for tamper localization and digital image authentication
    Azizoglu, Gokhan
    Toprak, Ahmet Nusret
    [J]. 9TH INTERNATIONAL SYMPOSIUM ON DIGITAL FORENSICS AND SECURITY (ISDFS'21), 2021,
  • [3] An enhanced reversible patient data hiding algorithm for E-healthcare
    Bhardwaj, Rupali
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2021, 64
  • [4] Bouarroudj R, 2023, 2023 5 INT C PATT AN, P1, DOI [10.1109/PAIS60821.2023.10322029, DOI 10.1109/PAIS60821.2023.10322029]
  • [5] Robust and reversible color image watermarking based on DFT in the spatial domain
    Cao, Hongjiao
    Hu, Fangxu
    Sun, Yehan
    Chen, Siyu
    Su, Qingtang
    [J]. OPTIK, 2022, 262
  • [6] Improving the management of medical imaging by using robust and secure dual watermarking
    Cedillo-Hernandez, M.
    Cedillo-Hernandez, A.
    Nakano-Miyatake, M.
    Perez-Meana, H.
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2020, 56
  • [7] Four-scanning attack on hierarchical digital watermarking method for image tamper detection and recovery
    Chang, Chin-Chen
    Fan, Yi-Hsuan
    Tai, Wei-Liang
    [J]. PATTERN RECOGNITION, 2008, 41 (02) : 654 - 661
  • [8] DCT & DWT based watermarking scheme for medical information security
    Fares, Kahlessenane
    Khaldi, Amine
    Redouane, Kafi
    Salah, Euschi
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2021, 66
  • [9] An evolutionary programming approach for securing medical images using watermarking scheme in invariant discrete wavelet transformation
    Gangadhar, Y.
    Akula, V. S. Giridhar
    Reddy, P. Chenna
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2018, 43 : 31 - 40
  • [10] A novel hash function based fragile watermarking method for image integrity
    Gul, Ertugrul
    Ozturk, Serkan
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (13) : 17701 - 17718