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Demo: Enabling Trustworthy Cold Chain Logistics through Blockchain and Machine Learning

Internet of Things (IoT) sensors monitor temperature-sensitive goods throughout the supply chain. Nowadays, blockchain is being widely used for traceability, transparency, and immutable storage of this data. However, this approach lacks a mechanism to assess the trustworthiness of the data, and as a result, the reliability of the system is constrained by the quality of […]

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Evaluating Data Trust in Blockchain-Based IoT Systems Using Machine Learning Techniques

The convergence of blockchain and Internet of Things (IoT) has become increasingly prevalent recently, as it addresses challenges such as single point of failure and security concerns associated with IoT.Blockchain offers immutable data storage, availability, and transparency, but a significant drawback lies in its inability to verify the truthfulness of the data stored on it. […]

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Machine Learning for Data Trust Evaluations in Blockchain-Enabled IoT Systems

Recently, there has been a surge of interest surrounding the integration of blockchain with the Internet of Things (IoT), aiming to address IoT’s inherent issues like single points of failure and concerns related to data integrity. However, although blockchain provides decentralization and transparency, it does not guarantee the accuracy and reliability of IoT-generated data. Therefore, […]

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Trust Management and Bad Data Reduction in Internet of Vehicles Using Blockchain and AI

  • November 19, 2023
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Blockchain offers cryptographically secure storage for recording transactions. However, one issue with blockchains is the problem of bad data and data reliability, where bad data refers to inaccurate, incomplete, or irrelevant data. This paper investigates how machine learning (ML) can be used to identify inaccurate sensor data added to a blockchain in Internet of Vehicles […]

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Blockchain-based Roaming and Offload Service Platform for Local 5G Operators

  • February 1, 2023
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Local 5G Operator (L5GO) concept is one of themost prominent versatile applications of the 5G in the nearfuture. The popularity of L5GOs will trigger a greater numberof roaming and offloading events between mobile operators.However, existing static and operator-assisted roaming andoffloading procedures are inefficient for the L5GO ecosystem due topoor service quality, data privacy issues, data […]

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A Novel Blockchain-as-a-Service (BaaS) Platformfor Local 5G Operators

  • February 1, 2023
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5G is a promising technology that has the potentialto support verticals and applications such as Industrial Internetof Things IoT (IIoT), smart cities, autonomous vehicles, remotesurgeries, virtual and augmented realities, and so on. Theseverticals have a diverse set of network connectivity requirements,and it is challenging to deliver customized services for eachby using a common 5G infrastructure. […]

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Proof-of-Monitoring (PoM): A Novel ConsensusMechanism for Blockchain-based Secure ServiceLevel Agreement Management

  • February 1, 2023
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AIn the current 5th Generation (5G) networkingparadigm, the enforcement of Service Level Agreements (SLAs)is a non-trivial measure to ensure the scope and the qual-ity of services and standards between tenants and serviceproviders (SPs). On top of this, Secure Service Level Agree-ments (SSLA) are introduced to ensure that SPs deliver themost critical and required security-related standards […]

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Proof of Sense: A Novel Consensus Mechanism for Spectrum Misuse Detection

  • April 25, 2022
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Optimal use of scarce radio spectrum is essential in the proliferation of beyond 5G networks, and promising blockchain technology offers various benefits for the spectrum management. However, existing blockchain-based solutions are expensive, nonoptimized, and lack spectrum fraud detection. This article proposes a novel consensus mechanism for a blockchain-based dynamic spectrum access (DSA) system. The proposed […]

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Survey on blockchain for future smart grids: Technical aspects, applications, integration challenges and future research

  • October 9, 2021
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Smart Grid 2.0 is envisaged to automate the operations of the intelligent electricity grid. Blockchainand smart contracts are integrated to facilitate the transformation from DSO-centric operations toconsumer-oriented, distributed electricity grid management. The envisaged smart grids, integratedwith blockchain would provoke challenges, which would hinder the maximum utilization of DistributeEnergy Resources (DERs). This comprehensive review aims at […]

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Can Blockchain Strengthen the Energy Internet?

  • July 29, 2021
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Emergence of the Energy Internet (EI) demands restructuring of traditional electricity gridsto integrate heterogeneous energy sources, distribution network management with grid intelligenceand big data management. This paradigm shift is considered to be a breakthrough in the energyindustry towards facilitating autonomous and decentralized grid operations while maximizing theutilization of Distributed Generation (DG). Blockchain has been identified […]

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