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Kim D, Park S. Blockchain-Based Caching Architecture for DApp Data Security and Delivery. SENSORS (BASEL, SWITZERLAND) 2024; 24:4559. [PMID: 39065957 PMCID: PMC11280832 DOI: 10.3390/s24144559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 07/10/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024]
Abstract
Decentralized applications (DApps) built on blockchain technology offer a promising solution to issues caused by centralization. However, traditional DApps leveraging off-chain storage face performance challenges due to factors such as storage location, network speed, and hardware conditions. For example, decentralized storage solutions such as IPFS suffer from diminished download performance due to I/O constraints influenced by data access patterns. Aiming to enhance the Quality of Service (QoS) in DApps built on blockchain technology, this paper proposes a blockchain node-based distributed caching architecture that guarantees real-time responsiveness for users. The proposed architecture ensures data integrity and user data ownership through blockchain while maintaining cache data consistency through local blockchain data. By implementing local cache clusters on blockchain nodes, our system achieves rapid response times. Additionally, attribute-based encryption is applied to stored content, enabling secure content sharing and access control, which prevents data leakage and unauthorized access in unreliable off-chain storage environments. Comparative analysis shows that our proposed system achieves a reduction in request processing latency of over 89% compared to existing off-chain solutions, maintaining cache data consistency and achieving response times within 65 ms. This demonstrates the model's effectiveness in providing secure and high-performance DApp solutions.
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Affiliation(s)
| | - Sejin Park
- Department of Computer Engineering, Keimyung University, Daegu 1095, Republic of Korea;
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2
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Ma S, Zhang X. Integrating blockchain and ZK-ROLLUP for efficient healthcare data privacy protection system via IPFS. Sci Rep 2024; 14:11746. [PMID: 38778050 PMCID: PMC11111748 DOI: 10.1038/s41598-024-62292-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 05/15/2024] [Indexed: 05/25/2024] Open
Abstract
With the rapid development of modern medical technology and the dramatic increase in the amount of medical data, traditional centralized medical information management is facing many challenges. In recent years blockchain, which is a peer-to-peer distributed database, has been increasingly accepted and adopted by different industries and use cases. Key areas of healthcare blockchain applications include electronic medical record (EMR) management, medical device supply chain management, remote condition monitoring, insurance claims and personal health data (PHD) management, among others. Even so, there are a number of challenges in applying blockchain concepts to healthcare and its data, including interoperability, data security privacy, scalability, TPS and so on. While these challenges may hinder the development of blockchain in healthcare scenarios, they can be improved with existing technologies In this paper, we propose a blockchain-based healthcare operations management framework that is combined with the Interplanetary File System (IPFS) for managing EMRs, protects data privacy through a distributed approach while ensuring that this medical ledger is tamper-proof. Doctors act as full nodes, patients can participate in network maintenance either as light nodes or as full nodes, and the hospital acts as the endpoint database of data, i.e., the IPFS node, which saves the arithmetic power of nodes and allows the data stored in the hospitals and departments to be shared with the other organizations that have uploaded the data. Therefore, the integration of blockchain and zero-knowledge proof proposed in this paper helps to protect data privacy and is efficient, better scalable, and more throughput.
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Affiliation(s)
- Shengchen Ma
- Liaoning University of Technology, Jinzhou, China
| | - Xing Zhang
- Key Laboratory of Security for Network and Data in Industrial Internet of Liaoning Province, Jinzhou, 121000, China.
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Zirui M, Bin G. A Privacy-Preserved and User Self-Governance Blockchain-Based Framework to Combat COVID-19 Depression in Social Media. IEEE ACCESS 2023; 11:35255-35280. [DOI: 10.1109/access.2023.3264598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Affiliation(s)
- Ma Zirui
- Department of Electronic Business, South China University of Technology, Guangzhou, China
| | - Gu Bin
- Department of Electronic Business, South China University of Technology, Guangzhou, China
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Nguyen LD, Bröring A, Pizzol M, Popovski P. Analysis of distributed ledger technologies for industrial manufacturing. Sci Rep 2022; 12:18055. [PMID: 36302873 PMCID: PMC9613668 DOI: 10.1038/s41598-022-22612-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 10/17/2022] [Indexed: 01/24/2023] Open
Abstract
In recent years, industrial manufacturing has undergone massive technological changes that embrace digitalization and automation towards the vision of intelligent manufacturing plants. With the aim of maximizing efficiency and profitability in production, an important goal is to enable flexible manufacturing, both, for the customer (desiring more individualized products) and for the manufacturer (to adjust to market demands). Manufacturing-as-a-service can support this through manufacturing plants that are used by different tenants who utilize the machines in the plant, which are offered by different providers. To enable such pay-per-use business models, Distributed Ledger Technology (DLT) is a viable option to establish decentralized trust and traceability. Thus, in this paper, we study potential DLT technologies for efficient and intelligent integration of DLT-based solutions in manufacturing environments. We propose a general framework to adapt DLT in manufacturing, and then we introduce the use case of shared manufacturing, which we utilize to study the communication and computation efficiency of selected DLTs in resource-constrained wireless IoT networks.
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Affiliation(s)
- Lam Duc Nguyen
- Software Systems Research Group, CSIRO Data61, Sydney, 2015 Australia
| | - Arne Bröring
- grid.5406.7000000012178835XSiemens AG, 81739 Munich, Germany
| | - Massimo Pizzol
- grid.5117.20000 0001 0742 471XDepartment of Planning, Aalborg University, 9220 Aalborg, Denmark
| | - Petar Popovski
- grid.5117.20000 0001 0742 471XConnectivity Section, Aalborg University, 9220 Aalborg, Denmark
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Mani V, Prakash M, Lai WC. Cloud-based blockchain technology to identify counterfeits. JOURNAL OF CLOUD COMPUTING 2022; 11:67. [PMID: 36281251 PMCID: PMC9583063 DOI: 10.1186/s13677-022-00341-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 09/29/2022] [Indexed: 11/18/2022]
Abstract
Multi-stakeholder and organizational involvement is an integral part of the medicine supply chain. Keeping track of the activities associated with medical products is difficult when the system is complex. Their complexity limits transparency and data provenance. Deficiencies within existing supply chains result in the counterfeiting of drugs, illegal imports, and inefficient operations. Due to these limitations, product integrity is compromised, resulting in product wastage. Visibility of the entire product supply chain is crucial for the pharmaceutical industry in terms of product safety and reduction of manufacturing costs. The Cloud-based Blockchain-powered architecture of the system provides a platform for addressing the need of pharma-material traceability, data storage, privacy of data, and quality assurance. This framework comprises of the identification of activities through tagging, information sharing in a secure environment; cloud-based storage using an off-chain Interplanetary File System (IPFS) and an on-chain couch DB; and access to this information that is controlled by the system's regulator. Electronic drug records will be accessed via a smart contract in Hyperledger Blockchain. The system assists in identifying false and cross-border products through the manufacturer and country of origin. A scan will identify counterfeit medications, showing that they are unauthorized products which may pose a risk to patients. Our experiments demonstrated the efficiency and usability of the design platform. Finally, we benchmarked the system using Hyperledger Caliper.
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Wang J, Shen Y, Xiong X, Wang X, Fang X. Research on multi-person collaborative design of BIM drawing based on blockchain. Sci Rep 2022; 12:16312. [PMID: 36175444 PMCID: PMC9522812 DOI: 10.1038/s41598-022-20321-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 09/09/2022] [Indexed: 11/09/2022] Open
Abstract
The existing multi-person collaborative design scheme of Building Information Modeling (BIM) integrated with blockchain faces problems such as poor reliability of BIM drawing, inconsistent drawing information, redundant information, and inaccurate protection of copyright interests. This paper proposes a multi-person collaborative design model for BIM drawing that combines blockchain and InterPlanetary File System (IPFS). This model uses blockchain to store drawing design information to protect the copyright interests of designers and combines IPFS to ensure the reliability of drawing. A cycle division mechanism is designed to solve the problem of drawing information synchronization when multiple people collaborate in design. The Semantic Differential Transaction (SDT) method is used to achieve incremental update of drawing and reduce the information redundancy of the blockchain. Finally, a comparative analysis and validation evaluation of the scheme is carried out, and the usability of the scheme is illustrated with an illustrative example. The results show that: (1) proposed scheme is feasible for multi-person collaborative design; (2) proposed scheme can effectively ensure the reliability of drawing and reduce the redundancy of blockchain information, so as to achieve copyright protection for designers.
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Affiliation(s)
- Jinlong Wang
- School of Information and Control Engineering, Qingdao University of Technology, Qingdao, Shandong, China.
| | - Yumin Shen
- School of Information and Control Engineering, Qingdao University of Technology, Qingdao, Shandong, China
| | - Xiaoyun Xiong
- School of Information and Control Engineering, Qingdao University of Technology, Qingdao, Shandong, China
| | - Xu Wang
- School of Information and Control Engineering, Qingdao University of Technology, Qingdao, Shandong, China
| | - Xiaoxue Fang
- School of Information and Control Engineering, Qingdao University of Technology, Qingdao, Shandong, China
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Gupta M, Kumar R, Shekhar S, Sharma B, Patel RB, Jain S, Dhaou IB, Iwendi C. Game Theory-Based Authentication Framework to Secure Internet of Vehicles with Blockchain. SENSORS 2022; 22:s22145119. [PMID: 35890796 PMCID: PMC9315568 DOI: 10.3390/s22145119] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/02/2022] [Accepted: 07/05/2022] [Indexed: 01/17/2023]
Abstract
The Internet of Vehicles (IoV) is a new paradigm for vehicular networks. Using diverse access methods, IoV enables vehicles to connect with their surroundings. However, without data security, IoV settings might be hazardous. Because of the IoV’s openness and self-organization, they are prone to malevolent attack. To overcome this problem, this paper proposes a revolutionary blockchain-enabled game theory-based authentication mechanism for securing IoVs. Here, a three layer multi-trusted authorization solution is provided in which authentication of vehicles can be performed from initial entry to movement into different trusted authorities’ areas without any delay by the use of Physical Unclonable Functions (PUFs) in the beginning and later through duel gaming, and a dynamic Proof-of-Work (dPoW) consensus mechanism. Formal and informal security analyses justify the framework’s credibility in more depth with mathematical proofs. A rigorous comparative study demonstrates that the suggested framework achieves greater security and functionality characteristics and provides lower transaction and computation overhead than many of the available solutions so far. However, these solutions never considered the prime concerns of physical cloning and side-channel attacks. However, the framework in this paper is capable of handling them along with all the other security attacks the previous work can handle. Finally, the suggested framework has been subjected to a blockchain implementation to demonstrate its efficacy with duel gaming to achieve authentication in addition to its capability of using lower burdened blockchain at the physical layer, which current blockchain-based authentication models for IoVs do not support.
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Affiliation(s)
- Manik Gupta
- Chitkara University School of Engineering and Technology, Chitkara University, Himachal Pradesh 174103, India; (M.G.); (S.J.)
| | - Rakesh Kumar
- Department of Computer Engineering and Applications, GLA University, Mathura 281406, India; (R.K.); (S.S.)
| | - Shashi Shekhar
- Department of Computer Engineering and Applications, GLA University, Mathura 281406, India; (R.K.); (S.S.)
| | - Bhisham Sharma
- Chitkara University School of Engineering and Technology, Chitkara University, Himachal Pradesh 174103, India; (M.G.); (S.J.)
- Correspondence: (B.S.); (I.B.D.)
| | - Ram Bahadur Patel
- Department of Computer Science and Engineering, Chandigarh College of Engineering and Technology, Chandigarh 160019, India;
| | - Shaily Jain
- Chitkara University School of Engineering and Technology, Chitkara University, Himachal Pradesh 174103, India; (M.G.); (S.J.)
| | - Imed Ben Dhaou
- Department of Computer Science, Hekma School of Engineering, Computing, and Informatics, Dar Al-Hekma University, Jeddah 22246-4872, Saudi Arabia
- Department of Computing, University of Turku, 20500 Turku, Finland
- Higher Institute of Computer Sciences and Mathematics, Department of Technology, University of Monastir, Monastir 5000, Tunisia
- Correspondence: (B.S.); (I.B.D.)
| | - Celestine Iwendi
- School of Creative Technologies, University of Bolton, Bolton BL3 5AB, UK;
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The internet of medical things and artificial intelligence: trends, challenges, and opportunities. Biocybern Biomed Eng 2022. [DOI: 10.1016/j.bbe.2022.05.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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