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.
机构:
Fujian Normal Univ, Sch Math & Stat, Ctr Appl Math Fujian Prov, Fuzhou 350117, Peoples R ChinaFujian Normal Univ, Sch Math & Stat, Ctr Appl Math Fujian Prov, Fuzhou 350117, Peoples R China
Yang, Xu
Yang, Xuechao
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h-index: 0
机构:
RMIT Univ, Sch Comp Technol, Melbourne, Vic 3001, AustraliaFujian Normal Univ, Sch Math & Stat, Ctr Appl Math Fujian Prov, Fuzhou 350117, Peoples R China
Yang, Xuechao
Yi, Xun
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机构:
RMIT Univ, Sch Comp Technol, Melbourne, Vic 3001, AustraliaFujian Normal Univ, Sch Math & Stat, Ctr Appl Math Fujian Prov, Fuzhou 350117, Peoples R China
Yi, Xun
Khalil, Ibrahim
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机构:
RMIT Univ, Sch Comp Technol, Melbourne, Vic 3001, AustraliaFujian Normal Univ, Sch Math & Stat, Ctr Appl Math Fujian Prov, Fuzhou 350117, Peoples R China
Khalil, Ibrahim
Zhou, Xiaotong
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h-index: 0
机构:
Wuhan Univ, Sch Cyber Sci & Engn, Minist Educ, Key Lab Aerosp Informat Secur & Trusted Comp, Wuhan 430072, Peoples R ChinaFujian Normal Univ, Sch Math & Stat, Ctr Appl Math Fujian Prov, Fuzhou 350117, Peoples R China
Zhou, Xiaotong
He, Debiao
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机构:
Wuhan Univ, Sch Cyber Sci & Engn, Minist Educ, Key Lab Aerosp Informat Secur & Trusted Comp, Wuhan 430072, Peoples R ChinaFujian Normal Univ, Sch Math & Stat, Ctr Appl Math Fujian Prov, Fuzhou 350117, Peoples R China
He, Debiao
Huang, Xinyi
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h-index: 0
机构:
Fujian Normal Univ, Coll Comp & Cyber Secur, Fujian Prov Key Lab Network Secur & Cryptol, Fuzhou 350117, Peoples R ChinaFujian Normal Univ, Sch Math & Stat, Ctr Appl Math Fujian Prov, Fuzhou 350117, Peoples R China
Huang, Xinyi
Nepal, Surya
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机构:
CSIRO, Data61, Marsfield, NSW 2122, AustraliaFujian Normal Univ, Sch Math & Stat, Ctr Appl Math Fujian Prov, Fuzhou 350117, Peoples R China
机构:
China Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China
China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221008, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China
Wang, Yue
Che, Tingyu
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机构:
China Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China
China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221008, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China
Che, Tingyu
Zhao, Xiaohu
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h-index: 0
机构:
China Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China
Zhao, Xiaohu
Zhou, Tao
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h-index: 0
机构:
China Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China
China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221008, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China
Zhou, Tao
Zhang, Kai
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机构:
China Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China
China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221008, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China
Zhang, Kai
Hu, Xiaofei
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机构:
Chengdu Neusoft Univ, Sch Informat & Business Management, Chengdu 611844, Peoples R ChinaChina Univ Min & Technol, Natl & Local Joint Engn Lab Internet Appl Technol, Xuzhou 221008, Jiangsu, Peoples R China