Anomaly detection in blockchain networks: A comprehensive survey

MU Hassan, MH Rehmani… - … Communications Surveys & …, 2022 - ieeexplore.ieee.org
Over the past decade, blockchain technology has attracted a huge attention from both
industry and academia because it can be integrated with a large number of everyday …

Blockchain systems, technologies, and applications: A methodology perspective

B Cao, Z Wang, L Zhang, D Feng… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
In the past decade, blockchain has shown a promising vision to build trust without any
powerful third party in a secure, decentralized and scalable manner. However, due to the …

Strengthening the security of smart contracts through the power of artificial intelligence

M Krichen - Computers, 2023 - mdpi.com
Smart contracts (SCs) are digital agreements that execute themselves and are stored on a
blockchain. Despite the fact that they offer numerous advantages, such as automation and …

Cryptocurrencies emerging threats and defensive mechanisms: A systematic literature review

E Badawi, GV Jourdan - IEEE Access, 2020 - ieeexplore.ieee.org
Cryptocurrencies have been a target for cybercriminal activities because of the pseudo-
anonymity and privacy they offer. Researchers have been actively working on analyzing and …

AI-enhanced blockchain technology: A review of advancements and opportunities

D Ressi, R Romanello, C Piazza, S Rossi - Journal of Network and …, 2024 - Elsevier
Blockchain technology has rapidly gained popularity, permeating various fields due to its
inherent features of security, transparency, and decentralization. Blockchain-based …

Machine learning-based computation offloading in edge and fog: a systematic review

S Taheri-abed, AM Eftekhari Moghadam… - Cluster Computing, 2023 - Springer
Abstract Today, Mobile Cloud Computing (MCC) alone can no longer respond to the
increasing volume of data and satisfy the necessary delays in real-time applications. In …

A feature-based robust method for abnormal contracts detection in ethereum blockchain

A Aljofey, A Rasool, Q Jiang, Q Qu - Electronics, 2022 - mdpi.com
Blockchain technology has allowed many abnormal schemes to hide behind smart
contracts. This causes serious financial losses, which adversely affects the blockchain …

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 …

Applicability of intrusion detection system on Ethereum attacks: a comprehensive review

AHH Kabla, M Anbar, S Manickam, TA Al-Amiedy… - IEEE …, 2022 - ieeexplore.ieee.org
For many reasons, Ethereum attracts more investors, researchers, and even scammers; this
is the first platform that enables the new Decentralized Applications (DApps) to run on top of …

Abnormal transactions detection in the ethereum network using semi-supervised generative adversarial networks

YK Sanjalawe, SR Al-E'mari - IEEE Access, 2023 - ieeexplore.ieee.org
Numerous abnormal transactions have been exposed as a result of targeted attacks on
Ethereum, such as the Ethereum Decentralized Autonomous Organization attack. Exploiting …