Preservation of Sensitive Data Using Multi-Level Blockchain-based Secured Framework for Edge Network Devices

被引:1
|
作者
Awasthi, Charu [1 ]
Mishra, Prashant Kumar [2 ]
Pal, Pawan Kumar [3 ]
Khan, Surbhi Bhatia [4 ,5 ]
Agarwal, Ambuj Kumar [6 ]
Gadekallu, Thippa Reddy [5 ,7 ,8 ,9 ,10 ]
Malibari, Areej A. [11 ]
机构
[1] JSS Acad Tech Educ, Noida, India
[2] Pranveer Singh Inst Technol, Dept Comp Sci & Engn, Kanpur, India
[3] KIET Grp Inst, Dept Comp Sci, Ghaziabad, India
[4] Univ Salford, Sch Sci Engn & Environm, Dept Data Sci, Salford, England
[5] Lebanese Amer Univ, Dept Elect & Comp Engn, Byblos, Lebanon
[6] Sharda Univ, Sch Engn & Technol, Dept Comp Sci & Engn, Greater Noida, India
[7] Zhongda Grp, Jiaxing 314312, Zhejiang, Peoples R China
[8] Vellore Inst Technol, Sch Informat Technol & Engn, Vellore, India
[9] Jiaxing Univ, Coll Informat Sci & Engn, Jiaxing 314001, Peoples R China
[10] Lovely Profess Univ, Div Res & Dev, Phagwara, India
[11] Princess Nourah Bint Abdulrahman Univ, Coll Engn, Dept Ind & Syst Engn, POB 84428, Riyadh 11671, Saudi Arabia
关键词
Attack; Data protection; Cryptosystem; Encryption; Decryption; Hashing; Resistant; Overheads; Multiple securities; Computation; ETHEREUM; IOT;
D O I
10.1007/s10723-023-09699-2
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The proliferation of IoT devices has influenced end users in several aspects. Yottabytes (YB) of information are being produced in the IoT environs because of the ever-increasing utilization capacity of the Internet. Since sensitive information, as well as privacy problems, always seem to be an unsolved problem, even with best-in-class in-formation governance standards, it is difficult to bolster defensive security capabilities. Secure data sharing across disparate systems is made possible by blockchain technology, which operates on a decentralized computing paradigm. In the ever-changing IoT environments, blockchain technology provides irreversibility (immutability) usage across a wide range of services and use cases. Therefore, blockchain technology can be leveraged to securely hold private information, even in the dynamicity context of the IoT. However, as the rate of change in IoT networks accelerates, every potential weak point in the system is exposed, making it more challenging to keep sensitive data se-cure. In this study, we adopted a Multi-level Blockchain-based Secured Framework (M-BSF) to provide multi-level protection for sensitive data in the face of threats to IoT-based networking systems. The envisioned M-BSF framework incorporates edge-level, fog-level, and cloud-level security. At edge- and fog-level security, baby kyber and scaling kyber cryptosystems are applied to ensure data preservation. Kyber is a cryptosystem scheme that adopts public-key encryption and private-key decryption processes. Each block of the blockchain uses the cloud-based Argon-2di hashing method for cloud-level data storage, providing the highest level of confidentiality. Argon-2di is a stable hashing algorithm that uses a hybrid approach to access the memory that relied on dependent and independent memory features. Based on the attack-resistant rate (> 96%), computational cost (in time), and other main metrics, the proposed M-BSF security architecture appears to be an acceptable alternative to the current methodologies.
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页数:20
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