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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…

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…

密码学与安全 · 计算机科学 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…

社会与信息网络 · 计算机科学 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…

社会与信息网络 · 计算机科学 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…

交易与市场微观结构 · 定量金融 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…

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…

密码学与安全 · 计算机科学 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…

密码学与安全 · 计算机科学 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…

密码学与安全 · 计算机科学 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…

社会与信息网络 · 计算机科学 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,…

密码学与安全 · 计算机科学 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…

密码学与安全 · 计算机科学 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…

密码学与安全 · 计算机科学 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…

密码学与安全 · 计算机科学 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.…

人机交互 · 计算机科学 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…

计算机与社会 · 计算机科学 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,…

密码学与安全 · 计算机科学 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…

密码学与安全 · 计算机科学 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.…

密码学与安全 · 计算机科学 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,…

计算机与社会 · 计算机科学 2020-08-20 Leonardo Nizzoli , Serena Tardelli , Marco Avvenuti , Stefano Cresci , Maurizio Tesconi , Emilio Ferrara
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