A secure blockchain-enabled vehicle identity management framework for intelligent transportation systems

Article Computer Science, Information Systems

Performance Evaluation of Data Transactions in Blockchain

Antonio Welligton dos Santos Abreu et al.

Summary: This study evaluates the performance of an Ethereum network and concludes that the Ethereum platform shows inconsistency in transaction processing time on the blockchain. The study also highlights the feasibility of using blockchain-based applications to evaluate text operations on the Ethereum network.

IEEE LATIN AMERICA TRANSACTIONS (2022)

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Article Computer Science, Theory & Methods

Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy

Jayapriya Jayabalan et al.

Summary: Traditional healthcare systems use centralized client-server architecture to store and process patient-health related information. This paper proposes a blockchain-based framework integrated with InterPlanetary File System (IPFS) to secure storage, sharing and retrieval of Electronic Health Records (EHR). The framework ensures fail-safe and tamper-proof healthcare ledgers, with multiple layers of security and encryption techniques.

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (2022)

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Article Engineering, Civil

Deviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems

Usman Ahmed et al.

Summary: Cooperative Intelligent Transport Systems (C-ITS) are emerging in the field of transportation systems and can provide various benefits such as safety, sustainability, efficiency, communication, and cooperation. This research proposes a method for outlier detection through trajectory deviation point embedding and deep clustering, which captures structural identity and achieves improved F-measure compared to generic methods.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2022)

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Article Engineering, Civil

A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories

Asma Belhadi et al.

Summary: This paper introduces a new solution to identify trajectory outliers in taxi fraud detection, presenting a two phase-based algorithm to identify both individual and group outliers. The proposed GPU approach significantly boosts the runtime performance, demonstrating the effectiveness of the method through extensive experiments.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2021)

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Article Engineering, Civil

Uncertain-Driven Analytics of Sequence Data in IoCV Environments

Gautam Srivastava et al.

Summary: This study introduces a new knowledge called High Expected Utility Sequential Patterns (HEUSPs) for knowledge discovery in the Internet of Connected Vehicles (IoCV) environment, bridging the gap between utility and uncertainty factors with a single threshold. Additionally, two chain structures with pruning methodologies were developed to improve mining performance and efficiency compared to the current standard in utility-oriented sequential pattern mining.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2021)

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Article Computer Science, Information Systems

Potential Identity Resolution Systems for the Industrial Internet of Things: A Survey

Yuzheng Ren et al.

Summary: The Industrial Internet of Things (IIoT) has brought about the development of identity resolution systems, which play a critical role in connecting various devices and providing mapping data. Deploying an identity resolution system in IIoT poses challenges that require further research and discussion.

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2021)

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Article Engineering, Civil