Probit Cryptographic Blockchain for Secure Data Transmission in Intelligent Transportation Systems

【Author】 Dhanaraj, Rajesh Kumar; Kadry, Seifedine; Kang, Byeong-Gwon; Nam, Yunyoung

【Source】JOURNAL OF INTERNET TECHNOLOGY

【影响因子】1.140

【Abstract】To address the current security challenges, Digital Twin (DT) models and strategies are to be applied to improve security, privacy, and safety in intelligent transportation systems. However, the existing algorithm was failed to address the security and privacy issues for data between the vehicles. To enhance the security of data transmission, a novel Probit Regressive Davis Mayer Kupyna Cryptographic Hash Blockchain (PRDMKCHB) technique is proposed. Initially, the source vehicle finds the nearest vehicle to transmit the data based on the trust value using the probit regression function. After finding the neighboring nodes, the Blockchain is constructed to improve the security of data transmission from the source to the destination. The Blockchain uses the Kupyna Cryptography to generate the hash value for each data. Davis Mayer compression function is to improve the security of data delivery and to minimize packet loss. The comprehensive simulation is carried out to validate the performance of the proposed PRDMKCHB technique and existing Blockchain technology in terms of packet delivery ratio, packet loss rate, and execution time. Simulation results show the performance improvement of the proposed PRDMKCHB technique compared to the previous Blockchain technology in terms of higher packet delivery ratio, minimum packet loss, and execution time with respect to the number of data packets.

【Keywords】Digital Twin (DT); IoVT; Secure data transmission; Probit regression; Blockchain

【发表时间】2022

【收录时间】2022-12-26

【文献类型】理论模型

【主题类别】

区块链应用-实体经济-交通领域