Complex entropy based encryption and decryption technique for securing medical images

被引:7
|
作者
Kumar, Vinod [1 ,2 ]
Pathak, Vinay [3 ]
Badal, Neelendra [4 ]
Pandey, Purnendu Shekhar [5 ]
Mishra, Rajesh [6 ]
Gupta, Sachin Kumar [7 ]
机构
[1] OP Jindal Univ, Comp Sci & Engn Dept, Raigarh 496109, Chhattisgarh, India
[2] Dr APJ Abdul Kalam Tech Univ, Comp Sci & Engn Dept, Lucknow 226031, Uttar Pradesh, India
[3] Galgotia Coll Engn & Technol, Comp Sci & Engn Dept, Greater Noida 201310, India
[4] Kamla Nehru Inst Technol, Comp Sci & Engn Dept, Sultanpur 228118, Uttar Pradesh, India
[5] KIET, Comp Sci & Engn Dept, Grp Inst, Ghaziabad 201206, Uttar Pradesh, India
[6] Gautam Buddha Univ, Elect Engn Dept, Greater Noida 201308, India
[7] Shri Mata Vaishno Devi Univ, Sch Elect & Commun Engn, Katra 182320, Jammu & Kashmir, India
关键词
Security; Medical image; Encryption; Decryption; Modified Arnold map encryption; NPCR; SCHEME;
D O I
10.1007/s11042-022-13546-z
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
During medical picture transmission, the most pressing concern is security. Medical images must be encrypted since they are extremely sensitive. Watermarking, digital fingerprinting/signature, and encoding are some of the available image security techniques. Images and movies, for example, must be highly encrypted and decoded without losing any content information. Medical photos, for example, require extra protection, and protecting medical images is a critical issue when medical images and related patient information are transferred over public networks. This research work proposes a visual encryption strategy to secure medical pictures before being transmitted or stored in the cloud. This technique makes such pictures of unauthorized people unavailable and also maintains confidentiality, a prime safety requirement. The process made use of a pixel shuffling-based encryption technique and a secret key created from the image. In this research, we encrypted the medical image using modified Arnold Map Encryption and generated secret key values. Therefore, the image is encrypted, and henceforth it is decrypted as well. So this work gave us the encrypted image and decrypted image/original image as well. The modified Arnold Map Encryption tries to add more randomness, thus increasing the entropy of the image and thus makes it harder to decrypt. The modified Arnold Map Encryption is also compared to other algorithms such as Hyper Chaotic, Secure Hash Algorithm-13 (SHA-13), Ten Logistic Maps, Bakers Map, HenonMap, Cross Chaos Map, and 2D Logistic Map and shows better results in terms of encryption speed and Number of Pixel Change Rate (NPCR) value.
引用
收藏
页码:37441 / 37459
页数:19
相关论文
共 50 条
  • [1] Complex entropy based encryption and decryption technique for securing medical images
    Vinod Kumar
    Vinay Pathak
    Neelendra Badal
    Purnendu Shekhar Pandey
    Rajesh Mishra
    Sachin Kumar Gupta
    [J]. Multimedia Tools and Applications, 2022, 81 : 37441 - 37459
  • [2] An encryption scheme for securing multiple medical images
    Banik, Arpita
    Shamsi, Zeba
    Laiphrakpam, Dolendro Singh
    [J]. JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2019, 49
  • [3] DWT BASED ENCRYPTION TECHNIQUE FOR MEDICAL IMAGES
    Dagadu, Joshua Caleb
    Li, Jian-Ping
    Shah, Fadia
    Mustafa, Nadir
    Kumar, Kamlesh
    [J]. 2016 13TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP), 2016, : 252 - 255
  • [4] A Technique for Data Encryption and Decryption
    Srinivasarao, P.
    Lakshmipriya, P. V.
    Azad, P. C. S.
    Alekhya, T.
    Raghavendrarao, K.
    Kishore, K.
    [J]. INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2014, 7 (02): : 117 - 125
  • [5] Chaos-based model for encryption and decryption of digital images
    Elgendy, Fatma
    Sarhan, Amany M.
    Eltobely, Tarek E.
    El-Zoghdy, S. F.
    El-sayed, Hala S.
    Faragallah, Osama S.
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2016, 75 (18) : 11529 - 11553
  • [6] Novel Hybrid Fusion-Based Technique for Securing Medical Images
    Abdallah, Hanaa A.
    Alkanhel, Reem
    Ateya, Abdelhamied A.
    [J]. ELECTRONICS, 2022, 11 (20)
  • [7] Chaos-based model for encryption and decryption of digital images
    Fatma Elgendy
    Amany M. Sarhan
    Tarek E. Eltobely
    S. F. El-Zoghdy
    Hala S. El-sayed
    Osama S. Faragallah
    [J]. Multimedia Tools and Applications, 2016, 75 : 11529 - 11553
  • [8] Performance trade-offs of hybrid cryptosystem for medical images encryption - decryption
    Hafsa, Amal
    Malek, Jihene
    Machhout, Mohsen
    [J]. 2021 18TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2021, : 1221 - 1229
  • [9] Blockchain based Chaotic Deep GAN Encryption scheme for securing medical images in a cloud environment
    Neela, K. L.
    Kavitha, V
    [J]. APPLIED INTELLIGENCE, 2023, 53 (04) : 4733 - 4747
  • [10] Blockchain based Chaotic Deep GAN Encryption scheme for securing medical images in a cloud environment
    K. L. Neela
    V. Kavitha
    [J]. Applied Intelligence, 2023, 53 : 4733 - 4747