A survey and taxonomy of consensus protocols for blockchains

A Singh, G Kumar, R Saha, M Conti, M Alazab… - Journal of Systems …, 2022 - Elsevier
Blockchain is an emerging decentralized and distributed technology. Along with the
beneficial features of decentralization, transparency, and security the consensus algorithms …

LGBM: a machine learning approach for Ethereum fraud detection

RM Aziz, MF Baluch, S Patel, AH Ganie - International Journal of …, 2022 - Springer
Ethereum is a software platform that uses the concept of blockchain and decentralizes data
by distributing copies of smart contracts to thousands of individuals worldwide. Ethereum, as …

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 …

Modified genetic algorithm with deep learning for fraud transactions of ethereum smart contract

RM Aziz, R Mahto, K Goel, A Das, P Kumar, A Saxena - Applied Sciences, 2023 - mdpi.com
Recently, the Ethereum smart contracts have seen a surge in interest from the scientific
community and new commercial uses. However, as online trade expands, other fraudulent …

Smart contract vulnerability detection combined with multi-objective detection

L Zhang, J Wang, W Wang, Z Jin, Y Su, H Chen - Computer Networks, 2022 - Elsevier
Blockchains have been booming in recent years. As a decentralized system architecture,
smart contracts give blockchains a user-defined logic. A smart contract is an executable …

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 …

A survey on safety regulation technology of blockchain application and blockchain ecology

P Shen, S Li, M Huang, H Gao, L Li… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Blockchain's technological characteristics, such as decentralization, robustness, and anti-
modification, represent a significant challenge to the regulation of existing networks and …

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 …

A collective anomaly detection technique to detect crypto wallet frauds on bitcoin network

MJ Shayegan, HR Sabor, M Uddin, CL Chen - Symmetry, 2022 - mdpi.com
The popularity and remarkable attractiveness of cryptocurrencies, especially Bitcoin, absorb
countless enthusiasts every day. Although Blockchain technology prevents fraudulent …

Graph embedding-based money laundering detection for Ethereum

J Liu, C Yin, H Wang, X Wu, D Lan, L Zhou, C Ge - Electronics, 2023 - mdpi.com
The number of money laundering crimes for Ethereum and the amount involved have grown
exponentially in recent years. However, previous studies related to anomaly detection for …