Machine Learning on Blockchain Data: A Systematic Mapping Study

G Palaiokrassas, S Bouraga, L Tassiulas - arXiv preprint arXiv:2403.17081, 2024 - arxiv.org
Context: Blockchain technology has drawn growing attention in the literature and in practice.
Blockchain technology generates considerable amounts of data and has thus been a topic …

Machine Learning for Blockchain Data Analysis: Progress and Opportunities

P Azad, CG Akcora, A Khan - arXiv preprint arXiv:2404.18251, 2024 - arxiv.org
Blockchain technology has rapidly emerged to mainstream attention, while its publicly
accessible, heterogeneous, massive-volume, and temporal data are reminiscent of the …

ML on Chain: The Case and Taxonomy of Machine Learning on Blockchain

B Gu, A Singh, Y Zhou, J Fang… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Blockchain has recently amassed a lot of interest from researchers and practitioners. This is
due to its ability to manage data in a decentralized, transparent and accountable manner …

Application Areas, Benefits, and Research Challenges of Converging Blockchain and Machine Learning Techniques

A Manimaran, S Goundar, D Chandramohan… - … Blockchain and Artificial …, 2023 - Springer
In recent years, machine learning (ML) has become a hot topic of research and application.
ML model and huge amount of data growth difficulties still follow ML development. With the …

[HTML][HTML] Blockchain meets machine learning: a survey

S Kayikci, TM Khoshgoftaar - Journal of Big Data, 2024 - Springer
Blockchain and machine learning are two rapidly growing technologies that are increasingly
being used in various industries. Blockchain technology provides a secure and transparent …

Blockchaining and machine learning

R Venkatesh, LG Atlas - Blockchain, Big Data and Machine …, 2020 - taylorfrancis.com
The blockchain is a revolutionary technology that works on a distributed ledger system. It is a
decentralized network topology with a heightened level of security. All the transactions are …

Survey on Blockchain-Enhanced Machine Learning

O Ural, K Yoshigoe - IEEE Access, 2023 - ieeexplore.ieee.org
The convergence of blockchain and Machine Learning (ML) promises to reshape
technological innovation by enhancing security, efficiency, and transparency in ML systems …

A Survey on blockchain data analysis

W Hou, B Cui, R Li - 2021 IEEE 45th Annual Computers …, 2021 - ieeexplore.ieee.org
With the development of blockchain technology, the data on the blockchain represented by
Bitcoin and Ethereum is exploding. Data represents people's activities, indicating that …

Machine learning in/for blockchain: Future and challenges

F Chen, H Wan, H Cai, G Cheng - Canadian Journal of …, 2021 - Wiley Online Library
Machine learning and blockchain are two of the most notable technologies of recent years.
The first is the foundation of artificial intelligence and big data analysis, and the second has …

Machine learning and blockchain: a promising future

H Maheshwari, U Chandra, D Yadav… - 2023 4th …, 2023 - ieeexplore.ieee.org
Currently, the two developments that are most obvious to the public are machine learning
(ML) and blockchain technology. The first is the development of AI and big data, and the …