Blockchain based Chaotic Deep GAN Encryption scheme for securing medical images in a cloud environment

被引:0
|
作者
K. L. Neela
V. Kavitha
机构
[1] University College of Engineering,Department of Computer Science and Engineering
[2] University College of Engineering,Department of Computer Science and Engineering
来源
Applied Intelligence | 2023年 / 53卷
关键词
Cloud computing; Medical image; Data security; Encryption; Block chain; Cryptography;
D O I
暂无
中图分类号
学科分类号
摘要
Enormous reports, like scanned medical pictures and electronic patient records, are generated by modern healthcare equipment, and these reports must be secured for future access. Conventional storage technologies are incapable of storing large amounts of data. Cloud storage systems, fortunately, satisfy because of their features, like availability and scalability. Although medical images can be saved in the cloud, majority of cloud service providers store them in plain text format. Because of hackers and the increasing computer power, current image encryption methods are vulnerable to attacks. Therefore, a Block chain based Chaotic Deep Generative Adversarial Network (GAN) Encryption Scheme is proposed. The BCDGE uses blockchain technology to protect personal information and verify the authenticity of the data. Secondly, the Chaotic Deep GAN Encryption method uses confusion, substitution, and diffusion principles to encrypt the medical image. The Deep GAN creates image-specific secret keys to improve the resilience against hackers, produced keys utilized as an input for confusion and diffusion phases. The sender transfers the encrypted medical picture to the cloud server, signs the ciphertext ID, and saves it to block chain. The security and performance analysis of the proposed scheme gives better results than the existing schemes.
引用
收藏
页码:4733 / 4747
页数:14
相关论文
共 50 条
  • [31] A Certificateless Proxy Re-encryption Scheme for Cloud-Based Blockchain
    Eltayieb, Nabeil
    Sun, Liang
    Wang, Ke
    Li, Fagen
    [J]. FRONTIERS IN CYBER SECURITY, FCS 2019, 2019, 1105 : 293 - 307
  • [32] Securing trustworthy evidence for robust forensic cloud-blockchain environment for immigration management with improved ECC encryption
    Shinde, Sahadev Maruti
    Gurrala, Venkateswara Rao
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2023, 229
  • [33] Securing Virtual Machine Images of Cloud by Encryption through Kerberos
    Islam, S. M. Neamul
    Rahman, Md Mahbubur
    [J]. 2017 2ND INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2017, : 1074 - 1079
  • [34] A hybrid lightweight blockchain based encryption scheme for security enhancement in cloud computing
    Shrivastava, Pranav
    Alam, Bashir
    Alam, Mansaf
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (1) : 2683 - 2702
  • [35] An Elliptic Curve Cryptography based Encryption Scheme for Securing the Cloud against Eavesdropping Attacks
    Chhabra, Anshuman
    Arora, Shivam
    [J]. 2017 IEEE 3RD INTERNATIONAL CONFERENCE ON COLLABORATION AND INTERNET COMPUTING (CIC), 2017, : 243 - 246
  • [36] Image Encryption Scheme Based on New 1D Chaotic System and Blockchain
    Xian, Yongjin
    Ma, Ruihe
    Liu, Pengyu
    Zhou, Linna
    [J]. DIGITAL FORENSICS AND WATERMARKING, IWDW 2023, 2024, 14511 : 3 - 17
  • [37] A certificateless encryption scheme based on blockchain
    Xu, Guangxia
    Dong, Jingnan
    Ma, Chuang
    [J]. PEER-TO-PEER NETWORKING AND APPLICATIONS, 2021, 14 (05) : 2952 - 2960
  • [38] A certificateless encryption scheme based on blockchain
    Guangxia Xu
    Jingnan Dong
    Chuang Ma
    [J]. Peer-to-Peer Networking and Applications, 2021, 14 : 2952 - 2960
  • [39] A Lightweight Authenticated Encryption Scheme Based on Chaotic SCML for Railway Cloud Service
    Zheng, Qiming
    Wang, Xiaomin
    Khan, Muhammad Khurram
    Zhang, Wenfang
    Gupta, B. B.
    Guo, Wei
    [J]. IEEE ACCESS, 2018, 6 : 711 - 722
  • [40] A new encryption algorithm for color images based on total chaotic shuffling scheme
    Vaferi, Elaheh
    Sabbaghi-Nadooshan, Reza
    [J]. OPTIK, 2015, 126 (20): : 2474 - 2480