Market manipulation of Cryptocurrencies: Evidence from Social Media and Transaction Data

W Li, L Bao, J Chen, J Grundy, X Xia… - ACM Transactions on …, 2024 - dl.acm.org
The cryptocurrency market cap has experienced a great increase in recent years. However,
large price fluctuations demonstrate the need for governance structures and identify whether …

[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 …

Risk Analysis for Cryptocurrency: Challenges and Future Scope

M Rana, S Bhardwaj, I Dawar, V Gupta… - … on Emerging Smart …, 2023 - ieeexplore.ieee.org
The emergence of cryptocurrencies has significantly impacted the global economy and
disrupted the established banking structures. However, the decentralised structure of …

Analyzing target-based cryptocurrency pump and dump schemes

JT Hamrick, F Rouhi, A Mukherjee, M Vasek… - Proceedings of the …, 2021 - dl.acm.org
As the number of cryptocurrencies has exploded in recent years, so too has the fraud. One
popular strategy is when actors promote coordinated purchases of coins in hopes of …

# DM-Me: Susceptibility to Direct Messaging-Based Scams

R Vardhan, A Chandrawal, P Chinprutthiwong… - Proceedings of the …, 2023 - dl.acm.org
In an emerging scam on social media platforms, cyber-miscreants are luring users into
sending them a direct-message (DM) and are subsequently exploiting the messaging …

[PDF][PDF] Profiling Cryptocurrency Influencers with Few-shot Learning.

M Chinea-Rios, I Borrego-Obrador… - CLEF (Working …, 2023 - ceur-ws.org
This overview presents the Author Profiling shared task at PAN2023. This year the main aim
is identifying cryptocurrency influencers in social media from a low-resource perspective. We …

New dimensions of information warfare: the economic pillar—fintech and cryptocurrencies

M Caprolu, S Cresci, S Raponi, R Di Pietro - Risks and Security of Internet …, 2021 - Springer
The fast-paced technological advancements of the last decades have led to digitizing an
ever-increasing amount of information, processes, and activities. A wide range of new digital …

[PDF][PDF] Leveraging Social Media and AI to foster Secure Societies against Online and Offline Threats.

L Nizzoli, M Avvenuti, M Tesconi, S Cresci, R Di Pietro… - 2021 - researchgate.net
IN recent years, we have witnessed two mutually reinforcing phenomena: a techno-logical
boost in mobile communication capabilities, and the widespread diffusion of Online Social …

[PDF][PDF] Cryptocurrencies investment framework using sentiment analysis of Twitter influencers

MAZ Chahooki, TS KJ - Indonesian Journal of Electrical Engineering …, 2023 - academia.edu
In recent years, cryptocurrency technology has become an attractive area for investment due
to its transparency, independence, and non-transactional nature. Many analysts and …

Exploring Alternative Approaches for TwitterForensics: Utilizing Social Network Analysis to Identify Key Actors and Potential Suspects

I Sembiring, A Iriani, S Suharyadi - INTENSIF: Jurnal Ilmiah …, 2023 - ojs.unpkediri.ac.id
Abstract SNA (Social Network Analysis) is a modeling method for users which is symbolized
by points (nodes) and interactions between users are represented by lines (edges). This …