Machine learning adoption in blockchain-based smart applications: The challenges, and a way forward

S Tanwar, Q Bhatia, P Patel, A Kumari, PK Singh… - IEEE …, 2019 - ieeexplore.ieee.org
… to design and deploy an ML-BT based data analysis system. A … A comparative analysis of
available methodologies and … in mobile blockchain networks: A deep learning approach,” in …

A review on federated learning and machine learning approaches: categorization, application areas, and blockchain technology

RO Ogundokun, S Misra, R Maskeliunas… - Information, 2022 - mdpi.com
… artificial intelligence models and blockchain technology were all removed from the review. In
… applications should be investigated from the standpoint of the datasets and methodologies. …

Blockchain and machine learning for communications and networking systems

Y Liu, FR Yu, X Li, H Ji… - … communications surveys & …, 2020 - ieeexplore.ieee.org
… the widespread deployment of the integration of blockchain and … paper through the analysis
of limitation of blockchain and ML … the integration of blockchain and ML techniques for commu…

Blockchain for deep learning: review and open challenges

M Shafay, RW Ahmad, K Salah, I Yaqoob… - Cluster …, 2023 - Springer
deployment goals. We provide insightful discussions on the state-of-the-art blockchain-based
deep learning … to the unionization of blockchain and deep learning techniques based on a …

Blockchain and machine learning for future smart grids: A review

VK Mololoth, S Saguna, C Åhlund - Energies, 2023 - mdpi.com
techniques for the future smart grid scenario. Further, we discuss research challenges and
future research directions of applying blockchain and machine learning techniquesdeployed

Comprehensive survey of iot, machine learning, and blockchain for health care applications: A topical assessment for pandemic preparedness, challenges, and …

M Imran, U Zaman, Imran, J Imtiaz, M Fayaz, J Gwak - Electronics, 2021 - mdpi.com
… aims to review the application of IoT, machine learning, and … Researchers proposed a
machine learning technique for … models also deal with issues at the deployment level. Healthcare …

Machine learning applications in internet-of-drones: Systematic review, recent deployments, and open issues

A Heidari, N Jafari Navimipour, M Unal… - ACM Computing …, 2023 - dl.acm.org
… ] devised a deep learning-based blockchain method. Their … ) connections and a blockchain
method for data dissemination … a detailed review of the usage of several ML methods in the …

Blockchain for federated learning toward secure distributed machine learning systems: a systemic survey

D Li, D Han, TH Weng, Z Zheng, H Li, H Liu… - Soft Computing, 2022 - Springer
… In more detail, due to the validation process of Blockchain … and Blockchain technology, (ii)
provide a systematic analysis … of data storage and the deployed platform of BCFL in Sects. …

Blockchain management and machine learning adaptation for IoT environment in 5G and beyond networks: A systematic review

A Miglani, N Kumar - Computer Communications, 2021 - Elsevier
… article reviews the application of blockchain for privacy preservation in learning process. …
In case of acceptable accuracy, the ML model is deployed otherwise it is trained again. In recent…

Blockchain systems, technologies, and applications: A methodology perspective

B Cao, Z Wang, L Zhang, D Feng… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
… theory, and machine learning to study the blockchain running … , the analysis and research
on the fusion of blockchain and … Finally, in order to facilitate the deployment of blockchain-…