A Blockchain-Based Secure Image Encryption Scheme for the Industrial Internet of Things

被引:91
作者
Khan, Prince Waqas [1 ]
Byun, Yungcheol [1 ]
机构
[1] Jeju Natl Univ, Dept Comp Engn, Jeju Si 690011, South Korea
基金
新加坡国家研究基金会;
关键词
blockchain; image encryption; industrial Internet of Things; IIoT; security; privacy; image sensors; entropy analysis; ALGORITHM; SYSTEM; MAP;
D O I
10.3390/e22020175
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Smart cameras and image sensors are widely used in industrial processes, from the designing to the quality checking of the final product. Images generated by these sensors are at continuous risk of disclosure and privacy breach in the industrial Internet of Things (IIoT). Traditional solutions to secure sensitive data fade in IIoT environments because of the involvement of third parties. Blockchain technology is the modern-day solution for trust issues and eliminating or minimizing the role of the third party. In the context of the IIoT, we propose a permissioned private blockchain-based solution to secure the image while encrypting it. In this scheme, the cryptographic pixel values of an image are stored on the blockchain, ensuring the privacy and security of the image data. Based on the number of pixels change rate (NPCR), the unified averaged changed intensity (UACI), and information entropy analysis, we evaluate the strength of proposed image encryption algorithm ciphers with respect to differential attacks. We obtained entropy values near to an ideal value of 8, which is considered to be safe from brute force attack. Encrypted results show that the proposed scheme is highly effective for data leakage prevention and security.
引用
收藏
页数:26
相关论文
共 53 条
[1]  
Abdullah Hikmat N., 2017, 2017 International Conference on Current Research in Computer Science and Information Technology (ICCIT), P121, DOI 10.1109/CRCSIT.2017.7965545
[2]   Multi-scale local structure patterns histogram for describing visual contents in social image retrieval systems [J].
Ahmad, Jamil ;
Sajjad, Muhammad ;
Rho, Seungmin ;
Baik, Sung Wook .
MULTIMEDIA TOOLS AND APPLICATIONS, 2016, 75 (20) :12669-12692
[3]   Hyperledger Fabric: A Distributed Operating System for Permissioned Blockchains [J].
Androulaki, Elli ;
Barger, Artem ;
Bortnikov, Vita ;
Cachin, Christian ;
Christidis, Konstantinos ;
De Caro, Angelo ;
Enyeart, David ;
Ferris, Christopher ;
Laventman, Gennady ;
Manevich, Yacov ;
Muralidharan, Srinivasan ;
Murthy, Chet ;
Binh Nguyen ;
Sethi, Manish ;
Singh, Gari ;
Smith, Keith ;
Sorniotti, Alessandro ;
Stathakopoulou, Chrysoula ;
Vukolic, Marko ;
Cocco, Sharon Weed ;
Yellick, Jason .
EUROSYS '18: PROCEEDINGS OF THE THIRTEENTH EUROSYS CONFERENCE, 2018,
[4]  
[Anonymous], 2019, ELECTRONICS SWITZ, DOI DOI 10.3390/ELECTRONICS8070752
[5]  
[Anonymous], ENTROPY SWITZ
[6]  
[Anonymous], 2019, ELECTRONICS SWITZ, DOI DOI 10.3390/electronics8050505
[7]   An image encryption method based on chaos system and AES algorithm [J].
Arab, Alireza ;
Rostami, Mohammad Javad ;
Ghavami, Behnam .
JOURNAL OF SUPERCOMPUTING, 2019, 75 (10) :6663-6682
[8]   Redactable Blockchain - or - Rewriting History in Bitcoin and Friends [J].
Ateniese, Giuseppe ;
Magri, Bernardo ;
Venturi, Daniele ;
Andrade, Ewerton R. .
2017 IEEE EUROPEAN SYMPOSIUM ON SECURITY AND PRIVACY (EUROS&P), 2017, :111-126
[9]   BPIIoT: A Light-Weighted Blockchain-Based Platform for Industrial IoT [J].
Bai, Li ;
Hu, Mi ;
Liu, Min ;
Wang, Jingwei .
IEEE ACCESS, 2019, 7 :58381-58393
[10]   A Blockchain Framework for Containerized Food Supply Chains [J].
Bechtsis, Dimitrios ;
Tsolakis, Naoum ;
Bizakis, Apostolos ;
Vlachos, Dimitrios .
29TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, PT B, 2019, 46 :1369-1374