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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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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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:
SRM Inst Sci & Technol, Fac Engn & Technol, Dept Data Sci & Business Syst, Kattankulathur 603203, Tamil Nadu, IndiaSRM Inst Sci & Technol, Fac Engn & Technol, Dept Data Sci & Business Syst, Kattankulathur 603203, Tamil Nadu, India
Sasikumar, A.
Ravi, Logesh
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机构:
Vellore Inst Technol, Ctr Adv Data Sci, Chennai 600127, India
Vellore Inst Technol, Sch Elect Engn, Chennai 600127, Tamil Nadu, IndiaSRM Inst Sci & Technol, Fac Engn & Technol, Dept Data Sci & Business Syst, Kattankulathur 603203, Tamil Nadu, India
Ravi, Logesh
Devarajan, Malathi
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机构:
Vellore Inst Technol, Sch Comp Sci & Engn, Chennai 600127, IndiaSRM Inst Sci & Technol, Fac Engn & Technol, Dept Data Sci & Business Syst, Kattankulathur 603203, Tamil Nadu, India
Devarajan, Malathi
Selvalakshmi, A.
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h-index: 0
机构:
Vellore Inst Technol, Sch Comp Sci & Engn, Chennai 600127, IndiaSRM Inst Sci & Technol, Fac Engn & Technol, Dept Data Sci & Business Syst, Kattankulathur 603203, Tamil Nadu, India
Selvalakshmi, A.
Almaktoom, Abdulaziz Turki
论文数: 0引用数: 0
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机构:
Dar Al Hekma Univ, Sch Business & Law, Jeddah 22246, Saudi ArabiaSRM Inst Sci & Technol, Fac Engn & Technol, Dept Data Sci & Business Syst, Kattankulathur 603203, Tamil Nadu, India
Almaktoom, Abdulaziz Turki
Almazyad, Abdulaziz S.
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h-index: 0
机构:
King Saud Univ, Coll Comp & Informat Sci, Dept Comp Engn, Riyadh 11543, Saudi ArabiaSRM Inst Sci & Technol, Fac Engn & Technol, Dept Data Sci & Business Syst, Kattankulathur 603203, Tamil Nadu, India
Almazyad, Abdulaziz S.
Xiong, Guojiang
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h-index: 0
机构:
Guizhou Univ, Coll Elect Engn, Guizhou Key Lab Intelligent Technol Power Syst, Guiyang 550025, Peoples R ChinaSRM Inst Sci & Technol, Fac Engn & Technol, Dept Data Sci & Business Syst, Kattankulathur 603203, Tamil Nadu, India
Xiong, Guojiang
Mohamed, Ali Wagdy
论文数: 0引用数: 0
h-index: 0
机构:
Cairo Univ, Fac Grad Studies Stat Res, Operat Res Dept, Giza 12613, Egypt
Appl Sci Private Univ, Appl Sci Res Ctr, Amman 11937, JordanSRM Inst Sci & Technol, Fac Engn & Technol, Dept Data Sci & Business Syst, Kattankulathur 603203, Tamil Nadu, India
机构:
Sichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R China
Waseda Univ, Global Informat & Telecommun Inst, Tokyo 1698050, JapanSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R China
Yu, Keping
Tan, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R China
Chinese Acad Sci, Inst Comp Technol, Beijing 100191, Peoples R ChinaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R China
Tan, Liang
Yang, Caixia
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h-index: 0
机构:
Sichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R ChinaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R China
Yang, Caixia
Choo, Kim-Kwang Raymond
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas San Antonio, Dept Informat Syst & Cyber Secur, San Antonio, TX USA
Univ Texas San Antonio, Dept Elect & Comp Engn, San Antonio, TX USASichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R China
Choo, Kim-Kwang Raymond
Bashir, Ali Kashif
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h-index: 0
机构:
Manchester Metropolitan Univ, Dept Comp & Math, Manchesterm M15 6BH, EnglandSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R China
Bashir, Ali Kashif
Rodrigues, Joel J. P. C.
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h-index: 0
机构:
Senac Fac Ceara, Dept Res Dev & Innovat, BR-60160194 Fortaleza, Ceara, BrazilSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R China
Rodrigues, Joel J. P. C.
Sato, Takuro
论文数: 0引用数: 0
h-index: 0
机构:
Waseda Univ, Res Inst Sci & Engn, Tokyo 1698555, JapanSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Sichuan, Peoples R China