An anomaly detection on blockchain infrastructure using artificial intelligence techniques: Challenges and future directions–A review

V Chithanuru, M Ramaiah - Concurrency and Computation …, 2023 - Wiley Online Library
Recently, Blockchain cryptographic distributed transaction ledger technology finds its usage
in many applications. The application's ledgers implemented through Blockchain, ensures …

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 …

A survey on blockchain anomaly detection using data mining techniques

J Li, C Gu, F Wei, X Chen - … 2019, Guangzhou, China, December 7–8 …, 2020 - Springer
With the more and more extensive application of blockchain, blockchain security has been
widely concerned by the society and deeply studied by scholars, of which anomaly detection …

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 …

A survey on blockchain and artificial intelligence technologies for enhancing security and privacy in smart environments

O Fadi, Z Karim, B Mohammed - IEEE Access, 2022 - ieeexplore.ieee.org
Smart environments consist of a collection of sensors, actuators, and numerous computing
units that improve human life. With the booming of smart environments, data generation has …

Security threats classification in blockchains

JH Mosakheil - 2018 - repository.stcloudstate.edu
Blockchain, the foundation of Bitcoin, has become one of the most popular technologies to
create and manage digital transactions recently. It serves as an immutable ledger which …

Blockchain-data mining fusion for financial anomaly detection: A brief review

HT Tien, K Tran-Trung, VT Hoang - Procedia Computer Science, 2024 - Elsevier
Financial anomalies must be detected in order for financial institutions and regulatory bodies
to manage risks and avoid fraudulent behavior. Financial anomaly detection is the practice …

[PDF][PDF] Combining multiple classifiers using ensemble method for anomaly detection in blockchain networks: A comprehensive review

S Hisham, M Makhtar, AA Aziz - International Journal of …, 2022 - pdfs.semanticscholar.org
Blockchain is one of the most anticipated technology revolutions, with immense promise in
various applications. It is a distributed and encrypted database that can address a range of …

BAD: A blockchain anomaly detection solution

M Signorini, M Pontecorvi, W Kanoun… - IEEE Access, 2020 - ieeexplore.ieee.org
Anomaly detection tools play a role of paramount importance in protecting networks and
systems from unforeseen attacks, usually by automatically recognizing and filtering out …

[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 …