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Large language models (LLMs) exhibit impressive capabilities in generating realistic text across diverse subjects. Concerns have been raised that they could be utilized to produce fake content with a deceptive intention, although evidence…

计算机与社会 · 计算机科学 2024-05-31 Kai-Cheng Yang , Filippo Menczer

Online social networks (OSN) like Twitter or Facebook are popular and powerful since they allow reaching millions of users online. They are also a popular target for socialbot attacks. Without a deep understanding of the impact of such…

社会与信息网络 · 计算机科学 2014-02-26 Silvia Mitter , Claudia Wagner , Markus Strohmaier

Twitter is now an established and a widely popular news medium. Be it normal banter or a discussion on high impact events like Boston marathon blasts, February 2014 US Icestorm, etc., people use Twitter to get updates. Twitter bots have…

社会与信息网络 · 计算机科学 2014-06-18 Sudip Mittal , Ponnurangam Kumaraguru

State-sponsored "bad actors" increasingly weaponize social media platforms to launch cyberattacks and disinformation campaigns during elections. Social media companies, due to their rapid growth and scale, struggle to prevent the…

社会与信息网络 · 计算机科学 2020-10-29 Michael Bossetta

The omnipresent COVID-19 pandemic gave rise to a parallel spreading of misinformation, also referred to as an Infodemic. Consequently, social media have become targets for the application of social bots, that is, algorithms that mimic human…

社会与信息网络 · 计算机科学 2020-12-18 Julian Marx , Felix Brünker , Milad Mirbabaie , Eric Hochstrate

Social bots are currently regarded an influential but also somewhat mysterious factor in public discourse and opinion making. They are considered to be capable of massively distributing propaganda in social and online media and their…

社会与信息网络 · 计算机科学 2017-06-26 Christian Grimme , Mike Preuss , Lena Adam , Heike Trautmann

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

Efficient and reliable social bot classification is crucial for detecting information manipulation on social media. Despite rapid development, state-of-the-art bot detection models still face generalization and scalability challenges, which…

计算机与社会 · 计算机科学 2020-06-05 Kai-Cheng Yang , Onur Varol , Pik-Mai Hui , Filippo Menczer

Social Media are evolving as a pervasive source of news able to reach a larger audience through their spreading power. The main drawback is given by the presence of malicious accounts, known as social bots, which are often used to diffuse…

社会与信息网络 · 计算机科学 2020-01-16 Alessandro Balestrucci

Twitter bots amplify target content in a coordinated manner to make them appear popular, which is an astroturfing attack. Such attacks promote certain keywords to push them to Twitter trends to make them visible to a broader audience. Past…

社会与信息网络 · 计算机科学 2023-04-20 Tuğrulcan Elmas

Cryptocurrency is a fast-moving space, with a continuous influx of new projects every year. However, an increasing number of incidents in the space, such as hacks and security breaches, threaten the growth of the community and the…

计算工程、金融与科学 · 计算机科学 2024-03-12 Inwon Kang , Maruf Ahmed Mridul , Abraham Sanders , Yao Ma , Thilanka Munasinghe , Aparna Gupta , Oshani Seneviratne

The issue of quantifying and characterizing various forms of social media manipulation and abuse has been at the forefront of the computational social science research community for over a decade. In this paper, I provide a…

社会与信息网络 · 计算机科学 2023-04-19 Emilio Ferrara

Twitter bot detection is vital in combating misinformation and safeguarding the integrity of social media discourse. While malicious bots are becoming more and more sophisticated and personalized, standard bot detection approaches are still…

社会与信息网络 · 计算机科学 2023-10-20 Zhaoxuan Tan , Shangbin Feng , Melanie Sclar , Herun Wan , Minnan Luo , Yejin Choi , Yulia Tsvetkov

The emergence of Multimodal Foundation Models (MFMs) holds significant promise for transforming social media platforms. However, this advancement also introduces substantial security and ethical concerns, as it may facilitate malicious…

社会与信息网络 · 计算机科学 2024-09-30 Kristina Radivojevic , Christopher McAleer , Catrell Conley , Cormac Kennedy , Paul Brenner

Many Twitter users are bots. They can be used for spamming, opinion manipulation and online fraud. Recently we discovered the Star Wars botnet, consisting of more than 350,000 bots tweeting random quotations exclusively from Star Wars…

社会与信息网络 · 计算机科学 2017-10-10 Juan Echeverria , Christoph Besel , Shi Zhou

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

This exploratory study examines the strategies of social bots on Twitter that were retweeted following a mass shooting event. Using a case study method to frame our work, we collected over seven million tweets during a one-month period…

计算机与社会 · 计算机科学 2018-08-29 Vanessa L. Kitzie , Ehsan Mohammadi , Amir Karami

This project addresses the problem of sentiment analysis in twitter; that is classifying tweets according to the sentiment expressed in them: positive, negative or neutral. Twitter is an online micro-blogging and social-networking platform…

计算与语言 · 计算机科学 2015-09-15 Afroze Ibrahim Baqapuri

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 communication revolution has perpetually reshaped the means through which people send and receive information. Social media is an important pillar of this revolution and has brought profound changes to various aspects of our lives.…