Securing majority-attack in blockchain using machine learning and algorithmic game theory: A proof of work

S Dey - 2018 10th computer science and electronic …, 2018 - ieeexplore.ieee.org
… This paper proposes a methodology where we can use intelligent software agents to … in the
blockchain networks to detect anomaly such as collusion, using supervised machine learning

Exploiting the capabilities of blockchain and machine learning in education

D Shah, D Patel, J Adesara, P Hingu… - Augmented Human …, 2021 - Springer
… Technologies can be implemented in education with the help of different methodologies,
contexts, and perspectives [10, 11]. Technology has strongly influenced the education system in …

A blockchain-based decentralized machine learning framework for collaborative intrusion detection within UAVs

AA Khan, MM Khan, KM Khan, J Arshad, F Ahmad - Computer Networks, 2021 - Elsevier
… a decentralized machine learning framework based on blockchain. … We present the use of
blockchain to achieve decentralized … [60] proposed a methodology where machine learning is …

Anomaly detection in blockchain using network representation and machine learning

K Martin, M Rahouti, M Ayyash… - Security and Privacy, 2022 - Wiley Online Library
… modern and sophisticated machine learning techniques. … machine learning models to detect
anomalous transactions in various digital currency markets. We find that supervised learning

[HTML][HTML] Blockchain-based smart home networks security empowered with fused machine learning

MS Farooq, S Khan, A Rehman, S Abbas, MA Khan… - Sensors, 2022 - mdpi.com
… This study investigates the methodology of RTS-DELM implemented in blockchain-based
smart homes to detect any malicious activity. The approach of data fusion and the decision …

[HTML][HTML] Towards blockchain-based federated machine learning: Smart contract for model inference

V Drungilas, E Vaičiukynas, M Jurgelaitis, R Butkienė… - Applied Sciences, 2021 - mdpi.com
machine learning and blockchain technologies is discussed in [10], where possible integrations
between blockchain and machine learningBlockchain infrastructure holds potential to …

[HTML][HTML] Integrating machine learning and blockchain to develop a system to veto the forgeries and provide efficient results in education sector

D Shah, D Patel, J Adesara, P Hingu… - Visual computing for …, 2021 - Springer
… In Related works section of this paper, related studies conducted in the fields of blockchain
and ML are described. Methodology section covers the methodology of the proposed system, …

[HTML][HTML] Smart manufacturing real-time analysis based on blockchain and machine learning approaches

Z Shahbazi, YC Byun - Applied Sciences, 2021 - mdpi.com
… The proposed system in this research is the integration of IoT, Machine Learning (ML),
and for monitoring the manufacturing system. The environmental data are collected from IoT …

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
… In Section 1.1, we provided the survey methodology. The list of acronyms used is
presented in Table 2. Next, Section 2, discusses the related survey articles in ML and …

Machine learning on cloud with blockchain: a secure, verifiable and fair approach to outsource the linear regression

H Zhang, P Gao, J Yu, J Lin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… , traceable nature of the blockchain, we employ the blockchain as the middleman, which …
private data of the outsourcer, while the blockchain is a public ledger that anyone can have …