Knowledge discovery in cryptocurrency transactions: A survey

XF Liu, XJ Jiang, SH Liu, CK Tse - Ieee access, 2021 - ieeexplore.ieee.org
Cryptocurrencies gain trust in users by publicly disclosing the full creation and transaction
history. In return, the transaction history faithfully records the whole spectrum of …

Analysis of cryptocurrency transactions from a network perspective: An overview

J Wu, J Liu, Y Zhao, Z Zheng - Journal of Network and Computer …, 2021 - Elsevier
As one of the most important and famous applications of blockchain technology,
cryptocurrency has attracted extensive attention recently. Empowered by blockchain …

Toward detecting illegal transactions on bitcoin using machine-learning methods

C Lee, S Maharjan, K Ko, JWK Hong - Blockchain and Trustworthy …, 2020 - Springer
As an emergent electronic payment system, Bitcoin has attracted attention for its desirable
features such as disintermediation, decentralization, and tamper-proof recording of data …

Tracing cryptocurrency scams: Clustering replicated advance-fee and phishing websites

R Phillips, H Wilder - 2020 IEEE international conference on …, 2020 - ieeexplore.ieee.org
Over the past few years, there has been a growth in activity, public knowledge, and
awareness of cryptocurrencies and related blockchain technology. As the industry has …

Identifying bitcoin users by transaction behavior

JV Monaco - Biometric and surveillance technology for human …, 2015 - spiedigitallibrary.org
Digital currencies, such as Bitcoin, offer convenience and security to criminals operating in
the black marketplace. Some Bitcoin marketplaces, such as Silk Road, even claim …

Tracing transactions across cryptocurrency ledgers

H Yousaf, G Kappos, S Meiklejohn - 28th USENIX Security Symposium …, 2019 - usenix.org
One of the defining features of a cryptocurrency is that its ledger, containing all transactions
that have ever taken place, is globally visible. As one consequence of this degree of …

Bitiodine: Extracting intelligence from the bitcoin network

M Spagnuolo, F Maggi, S Zanero - … , Christ Church, Barbados, March 3-7 …, 2014 - Springer
Bitcoin, the famous peer-to-peer, decentralized electronic currency system, allows users to
benefit from pseudonymity, by generating an arbitrary number of aliases (or addresses) to …

Identification of high yielding investment programs in bitcoin via transactions pattern analysis

K Toyoda, T Ohtsuki… - GLOBECOM 2017-2017 …, 2017 - ieeexplore.ieee.org
Although Bitcoin is one of the most successful decentralized cryptocurrency, recent research
has revealed that it can be used as fraudulent activities such as HYIP (High Yield Investment …

A model for detecting cryptocurrency transactions with discernible purpose

H Baek, J Oh, CY Kim, K Lee - 2019 Eleventh International …, 2019 - ieeexplore.ieee.org
The perpetration of financial fraud progresses parallel with the innovation in the field of
finance. Consequently, the emergence of the blockchain technology has also manifested …

Bitcoin transactions: a digital discovery of illicit activity on the blockchain

A Turner, ASM Irwin - Journal of Financial Crime, 2018 - emerald.com
Purpose The purpose of this paper is to determine if Bitcoin transactions could be de-
anonymised by analysing the Bitcoin blockchain and transactions conducted through the …