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The fifty-eighth American presidential election in 2016 still arouse fierce controversyat present. A portion of politicians as well as medium and voters believe that theRussian government interfered with the election of 2016 by controlling…

信息检索 · 计算机科学 2019-11-26 Bokun Kong

Escalating proliferation of inorganic accounts, commonly known as bots, within the digital ecosystem represents an ongoing and multifaceted challenge to online security, trustworthiness, and user experience. These bots, often employed for…

应用统计 · 统计学 2025-10-08 Dhrubajyoti Ghosh , William Boettcher , Rob Johnston , Soumendra Lahiri

The increased relevance of social media in our daily life has been accompanied by efforts to manipulate online conversations and opinions. Deceptive social bots -- automated or semi-automated accounts designed to impersonate humans -- have…

计算机与社会 · 计算机科学 2019-02-07 Kai-Cheng Yang , Onur Varol , Clayton A. Davis , Emilio Ferrara , Alessandro Flammini , Filippo Menczer

The development of social media user stance detection and bot detection methods rely heavily on large-scale and high-quality benchmarks. However, in addition to low annotation quality, existing benchmarks generally have incomplete user…

计算机视觉与模式识别 · 计算机科学 2023-03-14 Shuhao Shi , Kai Qiao , Jian Chen , Shuai Yang , Jie Yang , Baojie Song , Linyuan Wang , Bin Yan

Social media platforms like X(Twitter) and Reddit are vital to global communication. However, advancements in Large Language Model (LLM) technology give rise to social media bots with unprecedented intelligence. These bots adeptly simulate…

社会与信息网络 · 计算机科学 2024-12-19 Boyu Qiao , Kun Li , Wei Zhou , Shilong Li , Qianqian Lu , Songlin Hu

We consider the problem of identifying coordinated influence campaigns conducted by automated agents or bots in a social network. We study several different Twitter datasets which contain such campaigns and find that the bots exhibit…

社会与信息网络 · 计算机科学 2018-05-28 Nicolas Guenon des Mesnards , Tauhid Zaman

Online Social Networks (OSNs) are a cornerstone in modern society, serving as platforms for diverse content consumption by millions of users each day. However, the challenge of ensuring the accuracy of information shared on these platforms…

社会与信息网络 · 计算机科学 2025-06-26 Edoardo Di Paolo , Fabio De Gaspari , Angelo Spognardi

A very large number of people use Online Social Networks daily. Such platforms thus become attractive targets for agents that seek to gain access to the attention of large audiences, and influence perceptions or opinions. Botnets,…

In this study, we present the first comprehensive evaluation of modern LLMs - including GPT-4, GPT-4o, GPT-3.5-Turbo, Gemini 1.5 Pro, DeepSeek-V3, Llama 3.2, and BERT - across three core social media analytics tasks on a Twitter (X)…

计算与语言 · 计算机科学 2026-04-22 Ramtin Davoudi , Kartik Thakkar , Nazanin Donyapour , Tyler Derr , Hamid Karimi

The conflict in Ukraine has been not only characterised by military engagement but also by a significant information war, with social media platforms like X, formerly known as Twitter playing an important role in shaping public perception.…

计算与语言 · 计算机科学 2025-06-06 Zaur Gouliev

It is known that many Twitter users are bots, which are accounts controlled and sometimes created by computers. Twitter bots can send spam tweets, manipulate public opinion and be used for online fraud. Here we report the discovery,…

社会与信息网络 · 计算机科学 2017-06-14 Juan Echeverría , Shi Zhou

There is evidence that Russia's Internet Research Agency attempted to interfere with the 2016 U.S. election by running fake accounts on Twitter - often referred to as "Russian trolls". In this work, we: 1) develop machine learning models…

Nowadays, social media represent persuasive tools that have been progressively weaponized to affect people's beliefs, spread manipulative narratives, and sow conflicts along divergent factions. Software-controlled accounts (i.e., bots) are…

社会与信息网络 · 计算机科学 2020-10-30 Luca Luceri , Felipe Cardoso , Silvia Giordano

The importance of social media in our daily lives has unfortunately led to an increase in the spread of misinformation, political messages and malicious links. One of the most popular ways of carrying out those activities is using automated…

社会与信息网络 · 计算机科学 2024-11-12 Salvador Lopez-Joya , Jose A. Diaz-Garcia , M. Dolores Ruiz , Maria J. Martin-Bautista

The arm race between spambots and spambot-detectors is made of several cycles (or generations): a new wave of spambots is created (and new spam is spread), new spambot filters are derived and old spambots mutate (or evolve) to new species.…

社会与信息网络 · 计算机科学 2019-04-11 Stefano Cresci , Marinella Petrocchi , Angelo Spognardi , Stefano Tognazzi

Social media bot detection has always been an arms race between advancements in machine learning bot detectors and adversarial bot strategies to evade detection. In this work, we bring the arms race to the next level by investigating the…

计算与语言 · 计算机科学 2024-07-08 Shangbin Feng , Herun Wan , Ningnan Wang , Zhaoxuan Tan , Minnan Luo , Yulia Tsvetkov

Social bots play a significant role in many online social networks (OSN) as they imitate human behavior. This fact raises difficult questions about their capabilities and potential risks. Given the recent advances in Generative AI (GenAI),…

社会与信息网络 · 计算机科学 2024-05-06 Shaghayegh Najari , Davood Rafiee , Mostafa Salehi , Reza Farahbakhsh

Social bots have emerged over the last decade, initially creating a nuisance while more recently used to intimidate journalists, sway electoral events, and aggravate existing social fissures. This social threat has spawned a bot detection…

社会与信息网络 · 计算机科学 2020-07-16 David M. Beskow , Kathleen M. Carley

The widespread of Online Social Networks and the opportunity to commercialize popular accounts have attracted a large number of automated programs, known as artificial accounts. This paper focuses on the classification of human and fake…

社会与信息网络 · 计算机科学 2021-09-17 Ilia Karpov , Ekaterina Glazkova

Nowadays, with the rise of Internet access and mobile devices around the globe, more people are using social networks for collaboration and receiving real-time information. Twitter, the microblogging that is becoming a critical source of…

密码学与安全 · 计算机科学 2020-12-02 Sepideh Bazzaz Abkenar , Mostafa Haghi Kashani , Mohammad Akbari , Ebrahim Mahdipour