Wind Driven Optimization-Based Medical Image Encryption for Blockchain-Enabled Internet of Things Environment
作者机构:Department of Electronics&Instrumentation EngineeringV.R.Siddhartha Engineering CollegeVijayawada520007India Department of Information SystemsFaculty of Computing and Information TechnologyKing Abdulaziz UniversityJeddahSaudi Arabia Department of Computer Science and EngineeringMalla Reddy Engineering College(A)Hyderabad500100India Department of Computer Science and EngineeringVignan’s Institute of Information TechnologyVisakhapatnam530049India Department of Applied Data ScienceNoroff University College4612KristiansandNorway Department of Computer EngineeringMokwon UniversityDaejeon35349Korea Department of Technology EducationChungnam National University 99Daehak-roYuseong-guDaejeon34134Korea
出 版 物:《Computers, Materials & Continua》 (计算机、材料和连续体(英文))
年 卷 期:2022年第73卷第11期
页 面:3219-3233页
核心收录:
学科分类:0831[工学-生物医学工程(可授工学、理学、医学学位)] 0808[工学-电气工程] 0809[工学-电子科学与技术(可授工学、理学学位)] 08[工学] 0805[工学-材料科学与工程(可授工学、理学学位)] 0701[理学-数学] 0812[工学-计算机科学与技术(可授工学、理学学位)] 0801[工学-力学(可授工学、理学学位)]
基 金:Ministry of Science, ICT and Future Planning, MSIP, (2020R1G1A1099559) Ministry of Science, ICT and Future Planning, MSIP National Research Foundation of Korea, NRF
主 题:Internet of things image security medical images encryption optimal key generation blockchain
摘 要:Internet of Things(IoT)and blockchain receive significant interest owing to their applicability in different application areas such as healthcare,finance,transportation,*** image security and privacy become a critical part of the healthcare sector where digital images and related patient details are communicated over the public *** paper presents a new wind driven optimization algorithm based medical image encryption(WDOA-MIE)technique for blockchain enabled IoT *** WDOA-MIE model involves three major processes namely data collection,image encryption,optimal key generation,and data ***,the medical images were captured from the patient using IoT ***,the captured images are encrypted using signcryption *** addition,for improving the performance of the signcryption technique,the optimal key generation procedure was applied by WDOA *** goal of the WDOA-MIE algorithm is to derive a fitness function dependent upon peak signal to noise ratio(PSNR).Upon successful encryption of images,the IoT devices transmit to the closest server for storing it in the blockchain *** performance of the presented method was analyzed utilizing the benchmark medical image *** security and the performance analysis determine that the presented technique offers better security with maximum PSNR of 60.7036 dB.