An Efficient Secure Sharing of Electronic Health Records Using IoT-Based Hyperledger Blockchain

被引:13
作者
Velmurugan, S. [1 ]
Prakash, M. [2 ]
Neelakandan, S. [3 ]
Martinson, Eric Ofori [4 ]
机构
[1] RMD Engn Coll, RMD Engn Col, Kavaraipettai, India
[2] Vellore Inst Technol, Sch Comp Sci & Engn, Vellore, India
[3] RMK Engn Coll, Dept Comp Sci & Engn, Chennai, India
[4] All Nat Univ, Dept Elect & Commun Engn, Koforidua, Ghana
关键词
PRIVACY;
D O I
10.1155/2024/6995202
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Electronic Health Record (EHR) systems are a valuable and effective tool for exchanging medical information about patients between hospitals and other significant healthcare sector stakeholders in order to improve patient diagnosis and treatment around the world. Nevertheless, the majority of the hospital infrastructures that are now in place lack the proper security, trusted access control, and management of privacy and confidentiality concerns that the current EHR systems are supposed to provide. Goal. For various EHR systems, this research proposes a Blockchain-enabled Hyperledger Fabric Architecture as a solution to this delicate issue. The three steps of the suggested system are the secure upload phase, the secure download phase, and authentication. Patient registration, login, and verification make up the authentication step. The administrator grants authorization to read, edit, delete, or revoke the files following user details verification. In the secure upload phase, feature extraction is carried out first, and then a hashed access policy is created from the extracted feature. Next, the hash value is stored in an IoT-based Hyperledger blockchain. The uploaded EHR files are additionally encrypted before being stored on the cloud server. In the secure download step, the physician uses a hashed access policy to send the request to the cloud and decrypts the corresponding files. The experimental findings demonstrate that the system outperformed cutting-edge techniques. The proposed Modified Key Policy Attribute-Based Encryption performs better for the remaining 10 to 25 mb file sizes. This IoT framework compares MKP-ABE with certain efficiency indicators, such as encryption, decryption period, protection level analysis and encrypted memory use, resource use on decryption, upload time, and transfer time, which are present in the KP-ABE, the ECC, RSA, and AES. Here, the IoT device suggested requires 4008 ms for data encryption and 4138 ms for the data decryption.
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页数:16
相关论文
共 46 条
[1]   Automated speech based evaluation of mi!d cognitive impairment and Alzheimer's disease detection using with deep belief network model [J].
AI-Atroshi, Chiai ;
Rene Beulah, J. ;
Singamaneni, Kranthi Kumar ;
Pretty Diana Cyril, C. ;
Neelakandan, S. ;
Velmurugan, S. .
INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT, 2022,
[2]   Privacy-friendly platform for healthcare data in cloud based on blockchain environment [J].
Al Omar, Abdullah ;
Bhuiyan, Md Zakirul Alam ;
Basu, Anirban ;
Kiyomoto, Shinsaku ;
Rahman, Mohammad Shahriar .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 95 :511-521
[3]  
Alshalali Tagrid, 2018, 2018 5th International Conference on Computational Science and Computational Intelligence (CSCI), P760, DOI 10.1109/CSCI46756.2018.00152
[4]   MediBlocks: secure exchanging of electronic health records (EHRs) using trust-based blockchain network with privacy concerns [J].
Babu, Erukala Suresh ;
Yadav, B. V. Ram Naresh ;
Nikhath, A. Kousar ;
Nayak, Soumya Ranjan ;
Alnumay, Waleed .
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2023, 26 (04) :2217-2244
[5]   Blockchain-based public key encryption with keyword search for medical data sharing in cloud environment [J].
Banik, Mandira ;
Kumar, Sanjay .
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2023, 78
[6]  
Bhargava S., 2022, STUDIES SYSTEMS DECI, V412, DOI [10.1007/978-3-030-94102-4_6, DOI 10.1007/978-3-030-94102-4_6]
[7]   RETRACTED: Hybrid blockchain-based privacy-preserving electronic medical records sharing scheme across medical information control system (Retracted Article) [J].
Cao, Yu ;
Sun, Yi ;
Min, Jiangsong .
MEASUREMENT & CONTROL, 2020, 53 (7-8) :1286-1299
[8]  
Castaldo L., 2018, International ISCIS Security Workshop
[9]   A secure blockchain-based group key agreement protocol for IoT [J].
Chen, Chien-Ming ;
Deng, Xiaoting ;
Gan, Wensheng ;
Chen, Jiahui ;
Islam, S. K. Hafizul .
JOURNAL OF SUPERCOMPUTING, 2021, 77 (08) :9046-9068
[10]   Security and Privacy in Smart Cities: Challenges and Opportunities [J].
Cui, Lei ;
Xie, Gang ;
Qu, Youyang ;
Gao, Longxiang ;
Yang, Yunyun .
IEEE ACCESS, 2018, 6 :46134-46145