Ai-powered fraud detection in decentralized finance: A project life cycle perspective
Decentralized finance (DeFi) represents a novel financial system but faces significant fraud
challenges, leading to substantial losses. Recent advancements in artificial intelligence (AI) …
challenges, leading to substantial losses. Recent advancements in artificial intelligence (AI) …
Blockchain from the information systems perspective: Literature review, synthesis, and directions for future research
This paper profiled blockchain studies in information systems (IS) journals from 2016 to
2022. Drawing on the 443 selected articles from 77 IS journals, we proposed a classification …
2022. Drawing on the 443 selected articles from 77 IS journals, we proposed a classification …
LGBM: a machine learning approach for Ethereum fraud detection
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 …
by distributing copies of smart contracts to thousands of individuals worldwide. Ethereum, as …
Cryptocurrencies as a subject of financial fraud
M Kutera - Journal of Entrepreneurship, Management and …, 2022 - ceeol.com
PURPOSE: The main purpose of this paper was to identify the current scope of research on
cryptocurrencies as a subject of fraud. Detailed research questions related to the …
cryptocurrencies as a subject of fraud. Detailed research questions related to the …
Detection of Ponzi scheme on Ethereum using machine learning algorithms
Security threats posed by Ponzi schemes present a considerably higher risk compared to
many other online crimes. These fraudulent online businesses, including Ponzi schemes …
many other online crimes. These fraudulent online businesses, including Ponzi schemes …
Temporal transaction information-aware Ponzi scheme detection for ethereum smart contracts
In recent years, the frenetic advances of blockchain techniques have promoted the large-
scale application of cryptocurrency and attracted significant attention in the mushrooming …
scale application of cryptocurrency and attracted significant attention in the mushrooming …
Heterogeneous feature augmentation for ponzi detection in ethereum
While blockchain technology triggers new industrial and technological revolutions, it also
brings new challenges. Recently, a large number of new scams with a “blockchain” sock …
brings new challenges. Recently, a large number of new scams with a “blockchain” sock …
A feature-based robust method for abnormal contracts detection in ethereum blockchain
Blockchain technology has allowed many abnormal schemes to hide behind smart
contracts. This causes serious financial losses, which adversely affects the blockchain …
contracts. This causes serious financial losses, which adversely affects the blockchain …
Applicability of intrusion detection system on Ethereum attacks: a comprehensive review
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 …
is the first platform that enables the new Decentralized Applications (DApps) to run on top of …
[HTML][HTML] Of degens and defrauders: Using open-source investigative tools to investigate decentralized finance frauds and money laundering
Fraud across the decentralized finance (DeFi) ecosystem is growing, with victims losing
billions to DeFi scams every year. However, there is a disconnect between the reported …
billions to DeFi scams every year. However, there is a disconnect between the reported …