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Characterizing the use of images in state-sponsored informationwarfare operations by russian trolls on Twitter

  • Savvas Zannettou
  • , Tristan Caulfield
  • , Barry Bradlyn
  • , Emiliano De Cristofaro
  • , Gianluca Stringhini
  • , Jeremy Blackburn
  • Max Planck Institute for Informatics
  • University College London
  • University of Illinois at Urbana-Champaign
  • Boston University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

42 Scopus citations

Abstract

State-sponsored organizations are increasingly linked to efforts aimed to exploit social media for information warfare and manipulating public opinion. Typically, their activities rely on a number of social network accounts they control, aka trolls, that post and interact with other users disguised as "regular"users. These accounts often use images and memes, along with textual content, in order to increase the engagement and the credibility of their posts. In this paper, we present the first study of images shared by state-sponsored accounts by analyzing a ground truth dataset of 1.8M images posted to Twitter by accounts controlled by the Russian Internet Research Agency. First, we analyze the content of the images as well as their posting activity. Then, using Hawkes Processes, we quantify their influence on popular Web communities like Twitter, Reddit, 4chan's Politically Incorrect board (/pol/), and Gab, with respect to the dissemination of images.We find that the extensive image posting activity of Russian trolls coincides with real-world events (e.g., the Unite the Right rally in Charlottesville), and shed light on their targets as well as the content disseminated via images. Finally, we show that the trolls were more effective in disseminating politics-related imagery than other images.

Original languageEnglish
Title of host publicationProceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020
PublisherAAAI press
Pages774-785
Number of pages12
ISBN (Print)9781577358237
StatePublished - 2020
Event14th International AAAI Conference on Web and Social Media, ICWSM 2020 - Atlanta, Virtual, United States
Duration: Jun 8 2019Jun 11 2019

Publication series

NameProceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020
Volume14

Conference

Conference14th International AAAI Conference on Web and Social Media, ICWSM 2020
Country/TerritoryUnited States
CityAtlanta, Virtual
Period06/8/1906/11/19

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