Medical image encryption using fractional discrete cosine transform with chaotic function

被引:61
|
作者
Kumar, Sumit [1 ]
Panna, Bhaskar [1 ]
Jha, Rajib Kumar [1 ]
机构
[1] Indian Inst Technol Patna, Dept Elect Engn, Bihta, India
关键词
Medical image; Encryption; Decryption; Chaotic; Fractional cosine transform; Key space; Key sensitivity; DNA-SEQUENCE OPERATION; ALGORITHM; SCHEME; PERMUTATION; EFFICIENT; SYSTEM; FUSION; SECURE;
D O I
10.1007/s11517-019-02037-3
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this advanced era, where we have high-speed connectivity, it is very imperative to insulate medical data from forgery and fraud. With the regular increment in the number of internet users, it is challenging to transmit the beefy medical data. This (medical data) is always reused for different diagnosis purposes, so the information of the medical images need to be protected. This paper introduces a new scheme to ensure the safety of the medical data, which includes the use of a chaotic map on the fractional discrete cosine transform (FrDCT) coefficients of the medical data/images. The imperative FrDCT provides a high degree of freedom for the encryption of the medical images. The algorithm consists of two significant steps, i.e., application of FrDCT on an image and after that chaotic map on FrDCT coefficients. The proposed algorithm discusses the benefits of FrDCT over fractional Fourier transform (FRFT) concerning fractional order alpha. The key sensitivity and space of the proposed algorithm for different medical images inspire us to make a platform for other researchers to work in this area. Experiments are conducted to study different parameters and challenges. The proposed method has been compared with state-of-the-art techniques. The results suggest that our technique outperforms many other state-of-the-art techniques.
引用
收藏
页码:2517 / 2533
页数:17
相关论文
共 50 条
  • [1] Medical image encryption using fractional discrete cosine transform with chaotic function
    Sumit Kumar
    Bhaskar Panna
    Rajib Kumar Jha
    [J]. Medical & Biological Engineering & Computing, 2019, 57 : 2517 - 2533
  • [2] Image Encryption with Discrete Fractional Cosine Transform and Chaos
    Zhang, Lin
    Wu, Jianhua
    Zhou, Nanrun
    [J]. FIFTH INTERNATIONAL CONFERENCE ON INFORMATION ASSURANCE AND SECURITY, VOL 2, PROCEEDINGS, 2009, : 61 - 64
  • [3] Color Image Encryption Algorithm with Reality-preserving Fractional Discrete Cosine Transform and Spatiotemporal Chaotic Mapping
    Liang Ya-ru
    Liu Guo-ping
    Wu Jian-hua
    [J]. PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTERNET OF THINGS, 2015, : 94 - 98
  • [4] Image encryption based on the multiple-order discrete fractional cosine transform
    Wu, Jianhua
    Zhang, Lin
    Zhou, Nanrun
    [J]. OPTICS COMMUNICATIONS, 2010, 283 (09) : 1720 - 1725
  • [5] Hyperchaotic image encryption using DNA coding and discrete cosine transform
    Lone, Parveiz Nazir
    Mir, Umar Hussain
    Gaffar, Abdul
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2023, 360 (17): : 13318 - 13338
  • [6] AN IMAGE ENCRYPTION TECHNIQUE BASED ON DISCRETE WAVELET TRANSFORM AND FRACTIONAL CHAOTIC CRYPTOVIROLOGY
    Abd-elhafiez, Walaa m.
    Abdel-aty, Mahmoud
    Yang, Xiao-jun
    Balobaid, Awatef
    [J]. FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2024, 32 (04)
  • [7] Cosine-transform-based chaotic system for image encryption
    Hua, Zhongyun
    Zhou, Yicong
    Huang, Hejiao
    [J]. INFORMATION SCIENCES, 2019, 480 : 403 - 419
  • [8] Image encryption scheme based on random fractional discrete cosine transform and dependent scrambling and diffusion
    Wu, Jianhua
    Zhang, Mengxia
    Zhou, Nanrun
    [J]. JOURNAL OF MODERN OPTICS, 2017, 64 (04) : 334 - 346
  • [9] Image encryption based on fractional discrete cosine transform and DWT with interplane arrangements in dost domain
    Sundaram, Gaurav
    Panna, Bhaskar
    Jha, Rajib Kumar
    Kumar, Sumit
    [J]. IET IMAGE PROCESSING, 2023, 17 (04) : 1195 - 1207
  • [10] Double image encryption by using Arnold transform and discrete fractional angular transform
    Liu, Zhengjun
    Gong, Min
    Dou, Yongkang
    Liu, Feng
    Lin, Shen
    Ahmad, Muhammad Ashfaq
    Dai, Jingmin
    Liu, Shutian
    [J]. OPTICS AND LASERS IN ENGINEERING, 2012, 50 (02) : 248 - 255