[图书][B] A fraud detection system for reducing blockchain transaction risks using explainable graph neural networks

C Li - 2022 - search.proquest.com
With the emergence of blockchain in financial applications, it is critical to assess and
manage the financial risks of fraudulent events to protect customers, minimize loss, and …

Research on Comprehensive Blockchain Regulation and Anti-fraud System

S Zhuo, W Wu, Y Zhou, R Cao, J Bian - International Conference on …, 2023 - Springer
The blockchain technology has attracted attention due to its characteristics of anonymity,
openness, decentralization, traceability, and tamper-resistance. However, with the …

Fraud Detection and Prevention in Blockchain Systems Using Machine Learning

BY Kasula - International Meridian Journal, 2020 - meridianjournal.in
Fraudulent activities pose a significant challenge in the realm of blockchain systems,
undermining their inherent trust and security. This research explores the integration of …

Implementing Ensemble Machine Learning Techniques for Fraud Detection in Blockchain Ecosystem

VLH Josephine, TP Kumar, J Joy… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
A new era of digital innovation, notably in the area of financial transactions, has been
conducted in by the rise pertaining to block-chain technology. Although the decentralized …

Blockchain abnormal transaction detection method based on weighted sampling neighborhood nodes

A Li, Z Wang, M Yu, D Chen - 2022 3rd International …, 2022 - ieeexplore.ieee.org
In view of the increasingly serious problem of money laundering crime in the blockchain
industry, the existing solutions in this scenario can not be applied to reality, or there is a high …

A graph neural network approach for detecting smart contract anomalies in collaborative economy platforms based on blockchain technology

K Zkik, A Sebbar, O Fadi, O Mustapha… - 2023 9th international …, 2023 - ieeexplore.ieee.org
Blockchain technology provides a promising solution for collaborative economy systems by
offering a decentralized, transparent, and secure platform. This is mainly accomplished …

Research on abnormal transaction detection method for blockchain

H Han, R Wang, Y Chen, K Xie, K Zhang - International Conference on …, 2022 - Springer
Blockchain has become a hot topic in current academic research due to its decentralization,
imtamability and anonymity. However it also makes blockchain a tool for money laundering …

Blockchain Networks for Cybersecurity Using Machine-Learning Algorithms

HM Moyeenudin, G Bindu, R Anandan - Integrating Blockchain and …, 2023 - Springer
The application of blockchains along with machine-learning (ML) algorithms will provide
safe data transactions because it is an unchanging kind of disseminated record that is …

Blockchain transaction model based on malicious node detection network

XA Miao, T Liu - Multimedia Tools and Applications, 2024 - Springer
In this day and age, blockchain technology has become very popular. More and more
transactions have been completed through the blockchain platform. The blockchain trading …

[PDF][PDF] Feature Engineering for Anomaly Detection and Classification of Blockchain Transactions

JS Tharani, Z Hóu, EYA Charles, P Rathore… - techrxiv.figshare.com
Blockchain technology has found a wide range of applications in various sectors, such as
finance, supply chain, health, and governance. However, the cyber-attacks in blockchain …