Anomaly Detection in Blockchain Transactions: A Machine Learning Approach within the Open Metaverse

G Airlangga - Jurnal Informatika Ekonomi Bisnis, 2024 - ipv6.infeb.org
This study investigates the application of machine learning models for anomaly detection
and fraud analysis in blockchain transactions within the Open Metaverse, amid the growing …

Deep Learning for Anomaly Detection and Fraud Analysis in Blockchain Transactions of the Open Metaverse

G Airlangga - Jurnal Informatika Ekonomi Bisnis, 2024 - infeb.org
This study investigates the application of deep learning models for anomaly detection and
fraud analysis within blockchain transactions of the Open Metaverse. Given the burgeoning …

Anomaly detection in blockchain

O Shafiq - 2019 - trepo.tuni.fi
Anomaly detection has been a well-studied area for a long time. Its applications in the
financial sector have aided in identifying suspicious activities of hackers. However, with the …

Deep Blockchain Approach for Anomaly Detection in the Bitcoin Network

S Siddamsetti, M Srivenkatesh - … of Intelligent Systems and Applications in …, 2024 - ijisae.org
Long-term research has been done on anomaly detection. Its uses in the banking industry
have made it easier to spot questionable hacker activity. However, it is more difficult to trick …

[PDF][PDF] A comprehensive review of significant learning for anomalous transaction detection using a machine learning method in a decentralized blockchain network

S Hisham, M Makhtar, AA Aziz - International Journal of Advanced …, 2022 - researchgate.net
Blockchain is a distributed ledger technology (DLT) that enables decentralized applications
(DApps) such as Hyperledger, Bitcoin, Ethereum, decentralized finance (DeFi), and non …

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 …

[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 …

[PDF][PDF] Implementing Blockchain Technology for Fraud Detection in Financial Management

D Mohanty, NK VorugantI, C Patel, T Manglani - BioGecko, 2023 - biogecko.co.nz
This review paper explores the use of blockchain technology for fraud detection in financial
management. The paper begins with an introduction to the topic, highlighting the need for …

Synergy of blockchain technology and data mining techniques for anomaly detection

A Kamišalić, R Kramberger, I Fister Jr - Applied Sciences, 2021 - mdpi.com
Blockchain and Data Mining are not simply buzzwords, but rather concepts that are playing
an important role in the modern Information Technology (IT) revolution. Blockchain has …

[PDF][PDF] Enhancing Fraud Detection in Financial Transactions using Machine Learning and Blockchain

S Tatineni - International Journal of Information Technology and …, 2020 - researchgate.net
In the ever-evolving landscape of financial transactions, the imperative to combat fraud
demands innovative approaches. This research explores the confluence of Machine …