A machine-learningblockchain-based authentication using smart contracts for an ioht system

R Gaur, S Prakash, S Kumar, K Abhishek, M Msahli… - Sensors, 2022 - mdpi.com
… The blockchain stores information in different blocks, each of which has a … blockchain
and machine learning are integrated. Therefore, we have proposed a machine-learningblockchain

Predicting Ethereum prices with machine learning based on Blockchain information

HM Kim, GW Bock, G Lee - Expert Systems with Applications, 2021 - Elsevier
… , a popular and leading cryptocurrency in the market, has Blockchain information that differs
Blockchain information and Ethereum prices. Furthermore, we investigate how Blockchain

Optimal machine learning based privacy preserving blockchain assisted internet of things with smart cities environment

A Al-Qarafi, F Alrowais, S S. Alotaibi, N Nemri… - Applied Sciences, 2022 - mdpi.com
… -IDS methodology has obtained lower F 1 s c o r e and a c c u y values of 0.9292 and 0.9199,
respectively. In the meantime, the DPCDBN-IDS and DT-IDS methodologies have shown …

Enabling machine learning‐based side‐chaining for improving QoS in blockchain‐powered IoT networks

RS Vairagade, B SH - Transactions on Emerging …, 2022 - Wiley Online Library
… But, the privacy problems occur with a large amount of data produced and therefore the
solutions on the basis of blockchain with sidechain technology have been developed to …

Detection of security attacks in industrial IoT networks: A blockchain and machine learning approach

H Vargas, C Lozano-Garzon, GA Montoya, Y Donoso - Electronics, 2021 - mdpi.com
… Currently, and in order to look for alternatives to mitigate this risk, solutions based on
Blockchain algorithms and Machine Learning techniques have been implemented separately with …

PPSF: A privacy-preserving and secure framework using blockchain-based machine-learning for IoT-driven smart cities

P Kumar, R Kumar, G Srivastava… - … on Network Science …, 2021 - ieeexplore.ieee.org
blockchain framework that integrates blockchain and PCA-based transformation and machine
… The consensus methodology implements a common, unmistakable order of transactions …

A novel blockchain federated safety-as-a-service scheme for industrial IoT using machine learning

N Hasan, K Chaudhary, M Alam - Multimedia Tools and Applications, 2022 - Springer
… of methodology preferred are shown below with the required codes. This section shows
the implementation results to predict the Blockchain in industrial IoT using Machine Learning

Machine learning with blockchain for secure e-voting system

MA Cheema, N Ashraf, A Aftab… - … conference of smart …, 2020 - ieeexplore.ieee.org
… Section III describes the methodology followed in this research. Detailed results and
discussions of the research are presented in Section IV. Finally, Section V gives a concise …

Enhancing the security of financial transactions in Blockchain by using machine learning techniques: towards a sophisticated security tool for banking and finance

D Boughaci, AAK Alkhawaldeh - 2020 first international …, 2020 - ieeexplore.ieee.org
blockchains. We give some principal concepts of this new technology. Then we deal with
machine learning … Then, four machine learning techniques are used to classify all the data. The …

Blockchain-based federated learning methodologies in smart environments

D Li, Z Luo, B Cao - Cluster Computing, 2022 - Springer
… Authors in this study [59] proposed a prototype for an integrated blockchain-organized
machine learning infrastructure for private information FL in healthcare and modern medical …