Theil-Sen Regressive Miyaguchi–Preneel-based Cryptographic Hash Blockchain for Secure Data Transmission Using Remote Sensing Data in IoT

Abstract

Internet of things (IoT) is the most advanced version of the internet to maintain a number of applications that combines different intelligent devices used by management or individuals, such as remote sensing data processing, smart health with environmental monitoring, and other related fields. IoT devices interact and interfere with one another, posing a variety of security risks. Prior industrial IoT blockchain data transmission methods suffer from lower security, higher management costs for trading centres, and significant supervision challenges. To deal with this issue, Theil-Sen Regressive Miyaguchi-Preneel-based Cryptographic Hash Blockchain approach is proposed in this manuscript for securing data transmission utilizing remote sensing data in IoT (TSR-MPCHB-SDT-RSD). To enhance data transfer security, TSR-MPCHB is proposed. Remote sensing data are gathered using IoT devices. Miyaguchi-Preneel cryptographic function generates every data confusing value. It aids to enhance data privacy with an integrity ratio. The simulation of the proposed approach is done in Java. The performance metrics, namely data privacy ratio, data dependability ratio, process time average delay, average power consumption, and blockchain data transfer efficacy, is examined. The proposed approach attains higher data confidentiality rate of 31.06%, 12.24%, 15.64%, and 11.66% compared to existing such as Blockchain-Envisioned Secure Data Delivery along Collection Mode for 5G-Base IoT-Enabled Internet of Drones Context (BESDDC-IOD-RSD), BIoTHR: Electronic Health Record Service System in IoT-Blockchain Ecosystem (BIoTHR-SDT-RSD), Blockchain- LamportMerkle Digital Signature: Authentication tool in IoT healthcare (LMDSG-SDT-RSD), and Privacy Protection Blockchain Attain Safe and Dependable Sharing of IoT Data (ACOMKSVM-SDT-RSD).