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Scams -- fraudulent schemes designed to swindle money from victims -- have existed for as long as recorded history. However, the Internet's combination of low communication cost, global reach, and functional anonymity has allowed scam…

Cryptography and Security · Computer Science 2024-09-18 Enze Liu , George Kappos , Eric Mugnier , Luca Invernizzi , Stefan Savage , David Tao , Kurt Thomas , Geoffrey M. Voelker , Sarah Meiklejohn

This paper presents a comprehensive analysis of the cryptocurrency free giveaway scam disseminated in a new distribution channel, Twitter lists. To collect and detect the scam in this channel, unlike existing scam detection systems that…

Cryptography and Security · Computer Science 2023-08-11 Kai Li , Darren Lee , Shixuan Guan

This paper presents a case study of a cryptocurrency scam that utilized coordinated and inauthentic behavior on Twitter. In 2020, 143 accounts sold by an underground merchant were used to orchestrate a fake giveaway. Tweets pointing to a…

Social and Information Networks · Computer Science 2024-06-27 Guglielmo Cola , Michele Mazza , Maurizio Tesconi

Interest surrounding cryptocurrencies, digital or virtual currencies that are used as a medium for financial transactions, has grown tremendously in recent years. The anonymity surrounding these currencies makes investors particularly…

Social and Information Networks · Computer Science 2019-12-19 Mehrnoosh Mirtaheri , Sami Abu-El-Haija , Fred Morstatter , Greg Ver Steeg , Aram Galstyan

While pump-and-dump schemes have attracted the attention of cryptocurrency observers and regulators alike, this paper represents the first detailed empirical query of pump-and-dump activities in cryptocurrency markets. We present a case…

Trading and Market Microstructure · Quantitative Finance 2023-01-18 Jiahua Xu , Benjamin Livshits

The mainstream adoption of cryptocurrencies has led to a surge in wallet-related issues reported by ordinary users on social media platforms. In parallel, there is an increase in an emerging fraud trend called cryptocurrency-based technical…

Cryptography and Security · Computer Science 2024-01-19 Bhupendra Acharya , Muhammad Saad , Antonio Emanuele Cinà , Lea Schönherr , Hoang Dai Nguyen , Adam Oest , Phani Vadrevu , Thorsten Holz

With billions of users and an immense volume of daily uploads, YouTube has become an attractive target for cybercriminals aiming to leverage its vast audience. The platform's openness and trustworthiness provide an ideal environment for…

Cryptography and Security · Computer Science 2025-07-24 Iman Vakilinia

This paper presents the first comprehensive analysis of an emerging cryptocurrency scam named "arbitrage bot" disseminated on online social networks. The scam revolves around Decentralized Exchanges (DEX) arbitrage and aims to lure victims…

Cryptography and Security · Computer Science 2023-10-20 Kai Li , Shixuan Guan , Darren Lee

YouTube has become the second most popular website according to Alexa, and it represents an enticing platform for scammers to attract victims. Because of the computational difficulty of classifying multimedia, identifying scams on YouTube…

Cryptography and Security · Computer Science 2021-04-15 Elijah Bouma-Sims , Brad Reaves

Video streaming platforms such as Youtube, Twitch, and DLive allow users to live-stream video content for viewers who can optionally express their appreciation through monetary donations. DLive is one of the smaller and lesser-known…

Social and Information Networks · Computer Science 2021-05-14 Megan Squire

As COVID-19 has been spreading across the world since early 2020, a growing number of malicious campaigns are capitalizing the topic of COVID-19. COVID-19 themed cryptocurrency scams are increasingly popular during the pandemic. However,…

Cryptography and Security · Computer Science 2020-11-03 Pengcheng Xia , Haoyu Wang , Xiapu Luo , Lei Wu , Yajin Zhou , Guangdong Bai , Guoai Xu , Gang Huang , Xuanzhe Liu

With the widespread use of social media, organizations, and individuals use these platforms to raise funds and support causes. Unfortunately, this has led to the rise of scammers in soliciting fraudulent donations. In this study, we conduct…

Cryptography and Security · Computer Science 2024-12-23 Bhupendra Acharya , Dario Lazzaro , Antonio Emanuele Cinà , Thorsten Holz

In the past year, a new spamming scheme has emerged: sexual extortion messages requiring payments in the cryptocurrency Bitcoin, also known as sextortion. This scheme represents a first integration of the use of cryptocurrencies by members…

Cryptography and Security · Computer Science 2019-08-06 Masarah Paquet-Clouston , Matteo Romiti , Bernhard Haslhofer , Thomas Charvat

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 grown, there has also been an increase in scams looking to steal…

Cryptography and Security · Computer Science 2020-06-01 R. Phillips , H. Wilder

The rise in adoption of cryptoassets has brought many new and inexperienced investors in the cryptocurrency space. These investors can be disproportionally influenced by information they receive online, and particularly from social media.…

Human-Computer Interaction · Computer Science 2023-06-26 Karolis Zilius , Tasos Spiliotopoulos , Aad van Moorsel

This paper examines how gifting spreads among viewers on Twitch, one of the largest live streaming platforms worldwide. Twitch users can give gift subscriptions to other viewers in the chat room, with the majority of gifters opting for…

Computers and Society · Computer Science 2025-01-17 Ji Eun Kim , Seura Ha , Sangmi Kim , Libby Hemphill

The long-term success of cryptocurrencies largely depends on the incentive compatibility provided to the validators. Bribery attacks, facilitated trustlessly via smart contracts, threaten this foundation. This work introduces, implements,…

Cryptography and Security · Computer Science 2026-01-14 Bence Soóki-Tóth , István András Seres , Kamilla Kara , Ábel Nagy , Balázs Pejó , Gergely Biczók

Cryptocurrency is a form of digital currency using cryptographic techniques in a decentralized system for secure peer-to-peer transactions. It is gaining much popularity over traditional methods of payments because it facilitates a very…

Cryptography and Security · Computer Science 2023-08-01 Samyak Jain , Sarthak Johari , Radhakrishnan Delhibabu

The rapid growth in popularity and hype surrounding digital assets such as art, video, and music in the form of non-fungible tokens (NFTs) has made them a lucrative investment opportunity, with NFT-based sales surpassing $25B in 2021 alone.…

Cryptography and Security · Computer Science 2023-09-12 Sayak Saha Roy , Dipanjan Das , Priyanka Bose , Christopher Kruegel , Giovanni Vigna , Shirin Nilizadeh

Cryptocurrencies represent one of the most attractive markets for financial speculation. As a consequence, they have attracted unprecedented attention on social media. Besides genuine discussions and legitimate investment initiatives,…

Computers and Society · Computer Science 2020-08-20 Leonardo Nizzoli , Serena Tardelli , Marco Avvenuti , Stefano Cresci , Maurizio Tesconi , Emilio Ferrara
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