Blockchain Papers

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Aug 12, 2021·Journal of King Saud University - Computer and Information Sciences
180 cites
Blockchain state-of-the-art: architecture, use cases, consensus, challenges and opportunities

Bela Shrimali, Hiren Patel

Blockchain is a chain of blocks where each block contains a set of transactions that are digitally signed by its verifier and stored across the distributed network so that all the legitimate stakeholders can access/verify them. Due to the attributes of Blockchain such as decentralization, immutability, auditability, transparency, and cryptographic security, it offers various benefits to different domains such as cryptocurrency, financial sectors, private/public segments, insurance, healthcare, supply chain management, Internet of Things, etc. However, the technology is in its early stage and still, there is a range of concerns that are yet to be addressed before its wide adoption. Through this paper, we intend to cover extensive study on the Blockchain that includes taxonomy, application/use-cases, consensus mechanisms, prospective research, future directions, and related technologies. This paper also aims to discuss the opportunities, benefits, and challenges of Blockchain technology and to assist the research community in understanding the same.

Open access
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Original source
Aug 12, 2021·Blockchain Research and Applications
416 cites
Blockchain technology applications for Industry 4.0: A literature-based review

Mohd Javaid, Abid Haleem, Ravi Pratap Singh, Shahbaz Khan · 5 authors

Industry 4.0 involves innovations with upcoming digital technologies, and blockchain is one of them. Blockchain can be incorporated to improve security, privacy, and data transparency both for small and large enterprises. Industry 4.0 is a synthesis of the new production methods that allow manufacturers to achieve their target more rapidly. Research has been conducted on various Industry 4.0 technologies like Artificial Intelligence (AI), Internet of Things (IoT), Big data, and Blockchain, and how they could create significant interruptions in recent years. These technologies provide various possibilities in the world of manufacturing and supply chain. Blockchain is a technology that has gained much recognition and can enhance the manufacturing and supply chain environment. Various fields now have fascinating insights into the advantages of blockchain. Several research articles on “Blockchain” and “Industry 4.0” from Google Scholar, Scopus, and other relevant sources are identified and reviewed for this study. This paper discusses the major potential of Blockchain in Industry 4.0. Various drivers, enablers, and associated capabilities of Blockchain technology for Industry 4.0 are discussed for insights. Different Industry 4.0 spheres/sub-domains for Blockchain technology realisation are also discussed. Finally, we have identified and studied fourteen significant applications of Blockchain in Industry 4.0. It is a range of new developments and hope for immense opportunities that are changing Industry 4.0. This technology would work to achieve amplified outcomes and work individually to enhance the process.

Open access
2 source records
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Digital Transformation in Industry
Original source
Aug 10, 2021·Complex & Intelligent Systems
12 cites
Blockchain-based green big data visualization: BGbV

Iqra Shahzad, Ayesha Maqbool, Tauseef Rana, Alina Mirza · 8 authors

Abstract The progression of Internet of Things (IoT) has resulted in generation of huge amount of data. Effective handling and analysis of such big volumes of data proposes a crucial challenge. Existing cloud-based frameworks of Big Data visualization are rising costs for servers, equipment, and energy consumption. There is a need for a green solution targeting lesser cost and energy consumption with tamper-proof record-keeping, storage, and interactive visualization with only demanded data. We have proposed a Blockchain-based Green big data Visualization (BGbV) solution using Hyperledger Sawtooth for optimum utilization of organization resources. BGbV will support current distributed data visualization platforms and guarantee benefits like security and data availability with lesser storage costs. It helps reduce costs by utilizing small resources that are already available and consume less energy, making it an environmentally friendly solution.

Open access
Blockchain Technology Applications and Security
Cloud Computing and Resource Management
IoT and Edge/Fog Computing
Original source
Aug 10, 2021·Analecta Technica Szegedinensia
0 cites
Using RFID to identify smart products on a blockchain enabled production network

Sándor Csikós, György Czifra, József Sárosi

Industry 4.0 requires the cooperation of several technologies. The intersections of these technologies present us with new challenges. One of these challenges is identification, since we have to identify all the items that are on the network that do work and those that are worked upon. If we fail to identify one of these items the network is presented with an unidentified potentially malicious device or a misidentified product which can cause production to halt. Blockchains or otherwise known as Distributed Ledger Technology, DLT for short is a technology that builds upon the current bookkeeping paradigm and expands it in a decentralized direction. This however can be used in more than just banking since it is essentially a distributed database that has memory of past events not just the current state. By using a blockchain based distributed database to hold processing details and using RFID-s as keys to certain entries in the database it is possible to build a tamper proof production system that can handle the challenges of industry 4.0. It may also be possible to use blockchain technology as a form of digital paper trail that can be used to validate messages sent to the nodes of the system.

Open access
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Original source
Aug 10, 2021·IEEE Internet of Things Journal
86 cites
Blockchain-Based Secure and Lightweight Authentication for Internet of Things

Xu Yang, Xuechao Yang, Xun Yi, Ibrahim Khalil · 8 authors

Over the past decade, the Internet of Things (IoT) is widely adopted in various domains, including education, commerce, government, and healthcare. There are also many IoT-based applications drawn significant attentions in recent years. With the increasing numbers of the connected devices in the IoT system, one of the challenging tasks is to ensure devices’ authenticity, which allows users to have a high confidence in the decision. In addition, due to the heterogeneity of the IoT system and the resource-constrained devices, how to efficiently manage such system and guarantee the security and privacy for devices is concerned. In this article, we proposed a new blockchain-based authentication scheme to meet the challenges. Our proposed framework combines the blockchain technique and the modular square root algorithm to achieve an effective authentication process. Besides, we demonstrate the security and utility of the proposed scheme by providing the security analysis and the detailed experiment.

Open access
Blockchain Technology Applications and Security
User Authentication and Security Systems
IoT and Edge/Fog Computing
Original source
Aug 9, 2021·International Journal for Research in Applied Science and Engineering Technology
0 cites
An Analysis of Block Chain Applications In Bitcoin And Smart Grid Technologies

Srujana Vungarala

Blockchain is the nascent technology which has the capability of incorruptible future in making. The blockchain mechanism is regarded for its security. In recent years, many have adopted for Blockchain. This paper tries to analyze some of the game changing technologies using blockchain mechanism. The paper has been framed by using secondary research and the authors’ opinion is also voiced.Blockchain-based application are springing up, covering numerous fields including financial services, Internet of Things (IoT), and Energy distribution systems Smart Grids uses blockchain to control the flow of energy. Blockchain, the foundation of Bitcoin, has received extensive attentions recently. Blockchain serves as an immutable ledger which allows transactions take place in a decentralized manner. Blockchain-Based Smart Grids presents emerging applications of blockchain in electrical system. As, Rapid growth of renewable energy resources in power systems we require a system through which we can monitor the consumption and supply of the electricity. This is sustainable and eco-friendly alternative. This paper is tailored to analyze the blockchain applications in Bitcoin and Smart Grid.

Open access
Blockchain Technology Applications and Security
Advanced Steganography and Watermarking Techniques
IoT and Edge/Fog Computing
Original source
Aug 9, 2021·Future Internet
5 cites
Securing SDN-Based IoT Group Communication

Bander Alzahrani, Nikos Fotiou

IoT group communication allows users to control multiple IoT devices simultaneously. A convenient method for implementing this communication paradigm is by leveraging software-defined networking (SDN) and allowing IoT endpoints to “advertise” the resources that can be accessed through group communication. In this paper, we propose a solution for securing this process by preventing IoT endpoints from advertising “fake” resources. We consider group communication using the constrained application protocol (CoAP), and we leverage Web of Things (WoT) Thing Description (TD) to enable resources’ advertisement. In order to achieve our goal, we are using linked-data proofs. Additionally, we evaluate the application of zero-knowledge proofs (ZKPs) for hiding certain properties of a WoT-TD file.

Open access
Software-Defined Networks and 5G
IoT and Edge/Fog Computing
Internet Traffic Analysis and Secure E-voting
Original source
Aug 9, 2021·IEEE Internet of Things Journal
81 cites
A Lightweight and Attack-Proof Bidirectional Blockchain Paradigm for Internet of Things

Chenhao Xu, Youyang Qu, Tom H. Luan, Peter Eklund · 6 authors

Diverse technologies, such as machine learning and big data, have been driving the prosperity of the Internet of Things (IoT) and the ubiquitous proliferation of IoT devices. Consequently, it is natural that IoT becomes the driving force to meet the increasing demand for frictionless transactions. To secure transactions in IoT, blockchain is widely deployed since it can remove the necessity of a trusted central authority. However, the mainstream blockchain-based IoT payment platforms, dominated by Proof-of-Work (PoW) and Proof-of-Stake (PoS) consensus algorithms, face several major security and scalability challenges that result in system failures and financial loss. Among the three leading attacks in this scenario, double-spend attacks and long-range attacks threaten the tokens of blockchain users, while eclipse attacks target Denial of Service. To defeat these attacks, a novel bidirectional-linked blockchain (BLB) using chameleon hash functions is proposed, where bidirectional pointers are constructed between blocks. Furthermore, a new committee members auction (CMA) consensus algorithm is designed to improve the security and attack resistance of BLB while guaranteeing high scalability. In CMA, distributed blockchain nodes elect committee members through a verifiable random function. The smart contract uses Shamir’s secret-sharing scheme to distribute the trapdoor keys to committee members. To better investigate BLB’s resistance against double-spend attacks, an improved Nakamoto’s attack analysis is presented. In addition, a modified entropy metric is devised to measure eclipse attack resistance across different consensus algorithms. Extensive evaluation results show the superior resistance against attacks and demonstrate high scalability of BLB compared with current leading paradigms based on PoS and PoW.

Open access
Blockchain Technology Applications and Security
Cryptography and Data Security
IoT and Edge/Fog Computing
Original source
Aug 5, 2021·Energy Reports
64 cites
Increasing privacy and security by integrating a Blockchain Secure Interface into an IoT Device Security Gateway Architecture

Marko Šarac, Nikola Pavlović, Nebojša Bačanin, Fadi Al‐Turjman · 5 authors

Internet of Things and Blockchain are considered two major technologies. Lower latency and a higher linked system number provide greater flexibility for remote execution of Internet of Things (IoT) applications. It is no secret that IoT devices often have insufficient computing capacity (both in terms of processing power and storage requirements) to support robust protection and encryption algorithms. The Internet of Things is facing many challenges such as poor interoperability, security vulnerabilities, privacy, and lack of industry standards. Cyber-attacks on IoT devices can have an impact on energy trading privacy and security. This paper suggests a method for introducing a basic interface to an IoT device’s security gateway architecture along with Blockchain to provide decentralization and authentication. It adds much-needed anonymity and versatility to IoT infrastructure, which is currently lacking. The solution enhances the reliability of data sent to remote services by applying compatible cryptographic algorithms to it before sending it. The solution’s benefits include compatibility with all IoT products and the ability to run any cryptographic algorithm on data that can be used for microgrid trading and can be initialized and securely transported over 5G or 6G network infrastructures. As a part of this work, a security procedure has been created that supports every cryptographic algorithm for all IoT devices in the network. In addition, the interface is guarded by the Blockchain technology which eliminates single control authority, records historical transactions performed by the IoT devices and provides a trust between devices.

Open access
IoT and Edge/Fog Computing
Blockchain Technology Applications and Security
Software-Defined Networks and 5G
Original source
Aug 4, 2021·Sensors
17 cites
Entitlement-Based Access Control for Smart Cities Using Blockchain

Fariza Sabrina, Julian Jang‐Jaccard

Smart cities use the Internet of Things (IoT) devices such as connected sensors, lights, and meters to collect and analyze data to improve infrastructure, public utilities, and services. However, the true potential of smart cities cannot be leveraged without addressing many security concerns. In particular, there is a significant challenge for provisioning a reliable access control solution to share IoT data among various users across organizations. We present a novel entitlement-based blockchain-enabled access control architecture that can be used for smart cities (and for any ap-plication domains that require large-scale IoT deployments). Our proposed entitlement-based access control model is flexible as it facilitates a resource owner to safely delegate access rights to any entities beyond the trust boundary of an organization. The detailed design and implementation on Ethereum blockchain along with a qualitative evaluation of the security and access control aspects of the proposed scheme are presented in the paper. The experimental results from private Ethereum test networks demonstrate that our proposal can be easily implemented with low latency. This validates that our proposal is applicable to use in the real world IoT environments.

Open access
Blockchain Technology Applications and Security
Internet Traffic Analysis and Secure E-voting
IoT and Edge/Fog Computing
Original source
Aug 3, 2021·International Journal of Scientific Research in Science and Technology
1 cites
Blockchain Design for Securing Supply Chain Management in Coffee Retailer Network

Urshila Ravindran, Pragya Bhardwaj, P. Raghu Vamsi

Blockchain is a trusted distributed ledger shared across the business processes. Blockchain technology focuses on automating tasks in a distributed environment. Proving as one of the effective platforms, it helps in mapping the physical commodities to the digital ledger. A digital ledger is like an electronic register for storing the transactions that are taking place among various commodities. The physical commodities include suppliers, manufacturers, exporters, consumers and distributors wherein the distributor plays a major role in determining the product standards. To this end, this paper presents a Blockchain design for securing Supply Chain Management (SCM) in Coffee Retailer Network (CRN). The proposed design made with the view that it further be implemented with smart contracts to establish a private or consortium Blockchain application for the asset tracking processes in the coffee retailer network. The proposed model can bring transparency, sustainability and efficiency in asset tracking.

Open access
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Supply Chain and Inventory Management
Original source
Aug 3, 2021·Applied Sciences
29 cites
Lightweight Blockchain Processing. Case Study: Scanned Document Tracking on Tezos Blockchain

Mohamed Allouche, Tarek Frikha, Mihai Mitrea, Gérard Memmi · 5 authors

To bridge the current gap between the Blockchain expectancies and their intensive computation constraints, the present paper advances a lightweight processing solution, based on a load-balancing architecture, compatible with the lightweight/embedding processing paradigms. In this way, the execution of complex operations is securely delegated to an off-chain general-purpose computing machine while the intimate Blockchain operations are kept on-chain. The illustrations correspond to an on-chain Tezos configuration and to a multiprocessor ARM embedded platform (integrated into a Raspberry Pi). The performances are assessed in terms of security, execution time, and CPU consumption when achieving a visual document fingerprint task. It is thus demonstrated that the advanced solution makes it possible for a computing intensive application to be deployed under severely constrained computation and memory resources, as set by a Raspberry Pi 3. The experimental results show that up to nine Tezos nodes can be deployed on a single Raspberry Pi 3 and that the limitation is not derived from the memory but from the computation resources. The execution time with a limited number of fingerprints is 40% higher than using a classical PC solution (value computed with 95% relative error lower than 5%).

Open access
Blockchain Technology Applications and Security
EEG and Brain-Computer Interfaces
IoT and Edge/Fog Computing
Original source
Aug 2, 2021·The 18th IEEE International Conference on Mobile Ad-Hoc and Smart Systems 2021
22 cites
A Novel Internet-of-Drones and Blockchain-based System Architecture for Search and Rescue

Tri Nguyen, Risto Katila, Tuan Nguyen Gia

With the development in information and communications technology (ICT) and drones such as Internet-of-Things (IoT), edge computing, image processing, and autonomous drones, solutions supporting search and rescue (SAR) missions can be developed with more intelligent capabilities. In most of the drone and unmanned aerial vehicle (UAV) based systems supporting SAR missions, several drones deployed in different areas acquire images and videos that are sent to a ground control station (GCS) for processing and detecting a missing person. Although this offers many advantages, such as easy management and deployment, the approach still has many limitations. For example, when a connection between a drone and a GCS has some problems, the quality of service cannot be maintained. Many drone and UAV-based systems do not support flexibility, transparency, security, and traceability. In this paper, we propose a novel Internet-of-Drones (IoD) architecture using blockchain technology. We implement the proposed architecture with different drones, edge servers, and a Hyperledger blockchain network. The proof-of-concept design demonstrates that the proposed architecture can offer high-level services such as prolonging the operating time of a drone, improving the capability of detecting humans accurately, and a high level of transparency, traceability, and security.

Open access
2 source records
cs.NI
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Original source
Aug 2, 2021·Security and Communication Networks
10 cites
A Blockchain-Based Microgrid Data Disaster Backup Scheme in Edge Computing

Lihua Zhang, Yu Cao, Ganzhe Zhang, Yang Huang · 5 authors

In view of the problems of low security, poor reliability, inability to backup automatically, and overreliance on the third party in traditional microgrid data disaster backup schemes based on cloud backup, the edge computing is used to preprocess power big data, and a microgrid data disaster backup scheme based on blockchain in edge computing environment is proposed in this paper. First, the honey encryption (HE) technology and advanced encryption standard (AES) are combined to propose a new encryption algorithm HE-AES, which is used to encrypt the preprocessed data. Second, the Kademlia algorithm is embedded in the edge server to realize the distributed storage and automatic recovery of microgrid data. Finally, the traditional proof of authority (PoA) consensus mechanism is improved partially, and the improved PoA is used to make each node reach consensus and pack blocks on the chain. The scheme can not only realize the data disaster backup automatically but also has high efficiency of data processing, which can provide a new idea for improving the current data disaster backup schemes.

Open access
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Advanced Data and IoT Technologies
Original source
Aug 2, 2021·Information
16 cites
Design of an Architecture Contributing to the Protection and Privacy of the Data Associated with the Electronic Health Record

Edwar Andrés Pineda Rincón, Luis Gabriel Moreno-Sandoval

The Electronic Health Record (EHR) has brought numerous challenges since its inception that have prevented a unified implementation from being carried out in Colombia. Within these challenges, we find a lack of security, auditability, and interoperability. Moreover, there is no general vision of the patient’s history throughout its life since different systems store the information separately. This lack of unified history leads to multiple risks for patients’ lives and the leakage of private data because each system has different mechanisms to safeguard and protect the information, and in several cases, these mechanisms do not exist. Many researchers tried to build multiple information systems attempting to solve this problem. However, these systems do not have a formal and rigorous architectural design to analyze and obtain health needs through architectural drivers to construct robust systems to solve these problems. This article describes the process of designing a software architecture that provides security to the information that makes up the Electronic Health Record in Colombia (EHR). Once we obtained the architectural drivers, we proposed Blockchain mainly due to its immutable distributed ledger, consensus algorithms, and smart contracts that securely transport this sensitive information. With this design decision, we carried out the construction of structures and necessary architectural documentation. We also develop a Proof of Concept (POC) using Hyperledger Fabric according to the literature analysis review in order to build a primary health network, in addition to a Smart Contract (Chaincode) using the Go programming language to perform a performance evaluation and do a safety analysis that demonstrates that the proposed design is reliable. The proposed design allows us to conclude that it is possible to build a secure architecture that protects patient health data privacy, facilitating the EHR’s construction in Colombia.

Open access
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Neuroethics, Human Enhancement, Biomedical Innovations
Original source
Aug 1, 2021·Journal of Physics Conference Series
25 cites
Blockchain Technology, Its Applications and Open Research Challenges

Rajesh Kumar Kaushal, Naveen Kumar, Surya Narayan Panda

Abstract Blockchain is a technology that operates on distributed peer-to-peer network and is widely adopted by large number of organizations due to its attractive features such as highly secured, transparent, traceable, low transaction fee, no need of central authority and confidentiality. There are lot of confusions and myths regarding the blockchain technology as it is emerging technology and too complex in nature. This paper is aimed at revealing blockchain technology in depth along with its applications and open research challenges. The past published literature was reviewed to achieve the objectives. The study found that apart from cryptocurrency, blockchain is also suitable for other applications such as smart cities, supply chain, healthcare, smart transportation and authenticating IoT (Internet of Things) devices. This study is also disclosing various open research challenges such as scalability issues, huge power consumption and delay in completing transactions. This paper is also sharing the mitigation approaches and the future of blockchain with smart contracts.

Open access
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Internet of Things and AI
Original source
Aug 1, 2021·2021 IEEE International Conference on Smart Internet of Things (SmartIoT)
1 cites
Holistic IoT Architecture for Secure Lightweight Communication, Firmware Update, and Trust Monitoring

Jesús Sánchez-Gómez, Rafael Marín-Pérez, Mirko Ross, Antonio Fernando Skarmeta Gomez

IoT applications have recently proliferated due to their applicability in several fields, as well as the growing number of enabler technologies. For this reason, the landscape presents vast deployments formed by end-devices with heterogeneous capabilities or requirements. Low-power wide-area communication technologies have partially filled the gap for low-bandwidth low-cost IoT devices that are placed in vast coverage areas without a power-grid or cellular signal. However, these technologies seldom offer interoperable solutions to manage security-related tasks, such as monitoring cybersecurity attacks or firmware update distribution. Thus, there is a need for a human-centric platform that enables trust-worthy management of large heterogeneous IoT networks. In this work, we present a solution that enables trust monitoring and firmware update distribution employing novel open standardization efforts designed for constrained devices. The presented solution leverages on LO-CoAP-EAP, a novel lightweight bootstrapping protocol, LoRaWAN, a widespread long-range communication technology, SCHC, an IPv6 header compression and fragmentation mechanism, OSCORE, an end-to-end application-layer protection, IPFS a peer-to-peer decentralized storage solution, as well as a Hyperledger, a distributed ledger technology for secure validation of the distributed contents.

Open access
IoT Networks and Protocols
IoT and Edge/Fog Computing
Wireless Body Area Networks
Original source
Aug 1, 2021·Journal of Physics Conference Series
23 cites
Securing VANET Using Blockchain Technology

Nikhil Ravi, Sahil Verma, Kavita Kavita, N. Z. Jhanjhi · 5 authors

Abstract VANET permits communication from V2V or in this specific communication which is generated by the vehicle. Because of this to a broad range of technologies and facilities, like protection for travelers, improved traffic capacity, and infotainment, It’s has been closely researched. In this paper, we implement the algorithm for security while rewarded will be added to the client. we also analyze the VANET through the blockchain technologies and IOV with blockchain. IOV has improved traffic safety. A period now is ripening for paving the way for a new wave of autonomous cars with modern technologies and creative protection initiatives by integrating smart cars on the Internet of Vehicles (IoV).

Open access
Blockchain Technology Applications and Security
Vehicular Ad Hoc Networks (VANETs)
IoT and Edge/Fog Computing
Original source
Jul 30, 2021·Applied Sciences
10 cites
A Survey on Blockchain-Based Search Engines

Esmaeel Rezaee, Ali Mohammad Saghiri, Agostino Forestiero

With the increasing growth of different types of data, search engines have become an essential tool on the Internet. Every day, billions of queries are run through few search engines with several privacy violations and monopoly problems. The blockchain, as a trending technology applied in various fields, including banking, IoT, education, etc., can be a beneficial alternative. Blockchain-based search engines, unlike monopolistic ones, do not have centralized controls. With a blockchain-based search system, no company can lay claims to user’s data or access search history and other related information. All these data will be encrypted and stored on a blockchain. Valuing users’ searches and paying them in return is another advantage of a blockchain-based search engine. Additionally, in smart environments, as a trending research field, blockchain-based search engines can provide context-aware and privacy-preserved search results. According to our research, few efforts have been made to develop blockchain use, which include studies generally in the early stages and few white papers. To the best of our knowledge, no research article has been published in this regard thus far. In this paper, a survey on blockchain-based search engines is provided. Additionally, we state that the blockchain is an essential paradigm for the search ecosystem by describing the advantages.

Open access
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Retinal Imaging and Analysis
Original source
Jul 30, 2021·2021 International Conference on System, Computation, Automation and Networking (ICSCAN)
39 cites
A Blockchain-Based Verification System for Academic Certificates

Hrithik Gaikwad, Nevil D'Souza, Rajkumar Gupta, Amiya Kumar Tripathy

Millions of students complete their education each year and go on to do higher studies or a corporate job. In this case student credentials are verified through a lengthy document verification process. This results in significant overhead as documents are transferred between institutions for verification. There is a need for an automated credential verification system which can reduce the time required for the document verification process. Blockchain Technology can be used to reduce overhead and reduce the time taken for document verification from days to mere seconds. In this work, an attempt has been made to develop a Blockchain-based verification system for academic certificates. With the advent of public Blockchain like Ethereum, DApps (Decentralized Applications) and Smart contracts, scalable and cost effective solutions can be implemented to reduce overhead and make document verification a seamless process. The proposed solution consists of a web app which will have a front-end for registering and requesting verification, along with a backend which will have two modules: An OCR module to extract details from certificates and a Blockchain module to send and verify data stored in the Blockchain.

Open access
Blockchain Technology Applications and Security
Cloud Data Security Solutions
IoT and Edge/Fog Computing
Original source
Jul 30, 2021·IEEE Transactions on Artificial Intelligence
59 cites
Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness

Yuwei Sun, Hideya Ochiai, Hiroshi Esaki

Wider coverage and a better solution to a latency reduction in 5G necessitate its combination with multi-access edge computing (MEC) technology. Decentralized deep learning (DDL) such as federated learning and swarm learning as a promising solution to privacy-preserving data processing for millions of smart edge devices, leverages distributed computing of multi-layer neural networks within the networking of local clients, whereas, without disclosing the original local training data. Notably, in industries such as finance and healthcare where sensitive data of transactions and personal medical records is cautiously maintained, DDL can facilitate the collaboration among these institutes to improve the performance of trained models while protecting the data privacy of participating clients. In this survey paper, we demonstrate the technical fundamentals of DDL that benefit many walks of society through decentralized learning. Furthermore, we offer a comprehensive overview of the current state-of-the-art in the field by outlining the challenges of DDL and the most relevant solutions from novel perspectives of communication efficiency and trustworthiness.

Open access
2 source records
Privacy-Preserving Technologies in Data
Stochastic Gradient Optimization Techniques
Age of Information Optimization
Original source
Jul 29, 2021·Mobile Information Systems
14 cites
New Model of Food Supply Chain Finance Based on the Internet of Things and Blockchain

Hong Yan

The grain supply chain not only broadens the financing channels for small and medium-sized enterprises in the supply chain and strengthens the cohesion of the supply chain but also opens up new business models and sources of profit for commercial banks. This article aims to study the use of advanced information technologies such as mobile Internet, Internet of Things (IoT) transmission, BT, and other advanced information technologies to design intelligent grain depot integrated systems based on the IoT technology, in accordance with the principles of practicality and advancement, to realize the informatization of the daily management of the grain depot and provide construction experience for the informatization construction of the food industry. This article proposes a detailed summary of several models of agricultural supply chain finance from the perspective of supply chain management and analyzes the applicable conditions and basic processes of these models. It also analyzes the structure of the agricultural supply chain through typical cases, introduces the operation of supply chain finance, and evaluates and analyzes its effectiveness and problems. The experimental results in this paper show that, compared with other storage methods, this solution has obvious advantages in data query efficiency and data storage cost. Without a central server, the entire distributed system will have a certain degree of efficiency, reliability, and cost-effectiveness. When the amount of grain data reaches 100,000, 1 million, and 10 million, the system data integrity check time is 0.0263 seconds, 0.3251 seconds, and 1.5032 seconds, respectively. The program seems very useful.

Open access
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Internet of Things and AI
Original source
Jul 28, 2021·ICT Express
67 cites
AgriOnBlock: Secured data harvesting for agriculture sector using blockchain technology

Hiren Patel, Bela Shrimali

The existing agriculture system is having several components such as supply chain management, crop insurance, the shipment of goods, and it involves numerous untrusted stakeholders such as users (farmers, retailers, customers, wholesalers, etc.), agencies (bank, insurance company) and regulators (assessor, surveyors). Due to the active engrossment of the middle man (mostly human beings or agencies operated by human beings) some key issues are raised such as transparency, timeliness, traceability, security, and immutability resulting in financial loss, crop contamination, and spoilage. Secure distributed public ledger technology and decentralized computing paradigm make Blockchain an appropriate alternative to resolve these issues and to achieve profitability & trust for all its stakeholders. In this research, we intend to propose a Blockchain-based mechanism viz. AgriOnBlock which would address the issues mentioned in the agriculture sector by connecting various stakeholders through the usage of IoT devices and smart contracts in Ethereum. We further discuss implications, constraints (methodological, awareness related, regulatory, etc.), and potential for actual adoption of AgriOnBlock.

Open access
Blockchain Technology Applications and Security
IoT and Edge/Fog Computing
Internet of Things and AI
Original source
Jul 27, 2021·Symmetry
122 cites
Blockchain Consensus: An Overview of Alternative Protocols

Damilare Peter Oyinloye, Je Sen Teh, Norziana Jamil, Moatsum Alawida

Blockchain networks are based on cryptographic notions that include asymmetric-key encryption, hash functions and consensus protocols. Despite their popularity, mainstream protocols, such as Proof of Work or Proof of Stake still have drawbacks. Efforts to enhance these protocols led to the birth of alternative consensus protocols, catering to specific areas, such as medicine or transportation. These protocols remain relatively unknown despite having unique merits worth investigating. Although past reviews have been published on popular blockchain consensus protocols, they do not include most of these lesser-known protocols. Highlighting these alternative consensus protocols contributes toward the advancement of the state of the art, as they have design features that may be useful to academics, blockchain practitioners and researchers. In this paper, we bridge this gap by providing an overview of alternative consensus protocols proposed within the past 3 years. We evaluate their overall performance based on metrics such as throughput, scalability, security, energy consumption, and finality. In our review, we examine the trade-offs that these consensus protocols have made in their attempts to optimize scalability and performance. To the best of our knowledge, this is the first paper that focuses on these alternative protocols, highlighting their unique features that can be used to develop future consensus protocols.

Open access
Blockchain Technology Applications and Security
Distributed systems and fault tolerance
IoT and Edge/Fog Computing
Original source