Forecasting of cryptocurrency prices using machine learning

V Derbentsev, A Matviychuk, VN Soloviev - … and cryptocurrency markets, 2020 - Springer
cryptocurrency time series using machine learning (ML) approach. Focus on studying of the
financial time series allows to analyze the methodological … in the methodology for assessing …

Machine-learning techniques for predicting phishing attacks in blockchain networks: A comparative study

K Joshi, C Bhatt, K Shah, D Parmar, JM Corchado… - Algorithms, 2023 - mdpi.com
… A newer and more efficient methodology is required to prevent phishing attempts. This … on
machine-learning algorithms, which can accurately predict phishing attempts in the blockchain

Learningchain. A novel blockchain-based meritocratic marketplace for training distributed machine learning models

E Zanardo - Proceedings of the Computational Methods in Systems …, 2022 - Springer
… a blockchain-based learning platform for machine learning … combine blockchain technologies
and machine learning models … using a dedicated blockchain and a fair rewarding system. …

On-chain behavior prediction Machine Learning model for blockchain-based crowdsourcing

M Kadadha, H Otrok, R Mizouni, S Singh… - Future Generation …, 2022 - Elsevier
… for task allocation in blockchain-based crowdsourcing … Machine Learning (ML) models, to
improve the task allocation performance and maintain worker engagement. Existing blockchain

Prediction of transaction confirmation time in ethereum blockchain using machine learning

HJ Singh, AS Hafid - Blockchain and applications: International congress, 2020 - Springer
… In this section, we present the proposed methodology for the prediction problem. We first
discuss the … We then briefly discuss the machine learning models used in order to predict the …

Integration of federated machine learning and blockchain for the provision of secure big data analytics for Internet of Things

D Unal, M Hammoudeh, MA Khan, A Abuarqoub… - Computers & …, 2021 - Elsevier
Blockchain to mitigate attacks on FL algorithms operating in Internet of Things (IoT) systems.
Integrating Blockchain … approach for the integration of Blockchain with FL to provide privacy-…

Methodology Interaction by Machine Learning Model to Detect Vulnerability in Smart Contract of Blockchain

BT Nha, ND Thuan - 2022 RIVF International Conference on …, 2022 - ieeexplore.ieee.org
… The Ethereum blockchain platform is another popular blockchain platform … machine learning
contracts; Evaluating and exchanging machine learning models on the Ethereum blockchain

A machine learning and blockchain based efficient fraud detection mechanism

T Ashfaq, R Khalid, AS Yahaya, S Aslam, AT Azar… - Sensors, 2022 - mdpi.com
… based on machine learning and blockchain. There are two machine learning algorithms—…
The machine learning techniques train the dataset based on the fraudulent and integrated …

Improving transactional data system based on an edge computing–blockchainmachine learning integrated framework

Z Shahbazi, YC Byun - Processes, 2021 - mdpi.com
… through the blockchain, edge computing, and machine learning to … of blockchain, edge
computing, and machine learningBlockchain technology utilizes the data transmission and the …

Forecasting blockchain adoption in supply chains based on machine learning: evidence from Palestinian food SMEs

IKA Hamdan, W Aziguli, D Zhang, E Sumarliah… - British Food …, 2022 - emerald.com
… Design/methodology/approach The research employs structural equation modelling (SEM)
and a machine learning approach to identify factors influencing the ABT behaviour that …