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Deceptive accusations and concealed identities as misinformation campaign strategies

  • S.I.: SBP-BRiMS2020
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Abstract

This paper presents a new social media phenomenon that sees users lying about their deceptive motivations by either dishonestly claiming that they are not bots or by asserting that real news is actually fake news. We analyzed the use of the #FakeNews and #NotABot hashtags in Twitter data collected on the 2019 Canadian federal elections. Our findings show that the #FakeNews hashtag was most likely to be connected to an established news source rather than an actual fake news site and that users of the #NotABot hashtag were no more likely to be human than other users in our data set. This phenomenon of lying about lying has been used to discredit well-known news organizations and amplify political misinformation, showing how online influence campaigns continue to evolve to manipulate social media users even as people have become more aware of the dangers of online misinformation.

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References

  • Amy MacPherson. https://www.huffingtonpost.ca/author/amy-macpherson/

  • Bail CA, Guay B, Maloney E, Combs A, Hillygus DS, Merhout F, Freelon D, Volfovsky A (2019) Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017

  • Beskow D, Carley K (2018a) Bot-hunter: a tiered approach to detecting & characterizing automated activity on twitter. In: International conference on social computing, behavioral-cultural modeling and prediction and behavior representation in modeling and simulation

  • Beskow DM, Carley KM (2018b) Bot conversations are different: leveraging network metrics for bot detection in twitter. In: 2018 IEEE/ACM international conference on advances in social networks analysis and mining (ASONAM), pp. 825–832. IEEE, Barcelona. 10.1109/ASONAM.2018.8508322. https://ieeexplore.ieee.org/document/8508322/

  • Beskow DM, Carley KM (2019) Social cybersecurity: an emerging national security requirement (2019). https://www.armyupress.army.mil/Journals/Military-Review/English-Edition-Archives/Mar-Apr-2019/117-Cybersecurity/

  • Breiger RL, Boorman SA, Arabie P (1975) An algorithm for clustering relational data with applications to social network analysis and comparison with multidimensional scaling. Journal of Mathematical Psychology 12(3):328–383

    Article  Google Scholar 

  • Carley KM, Cervone G, Agarwal N, Liu H (2018) Social cyber-security. In: R Thomson, C Dancy, A Hyder, H Bisgin (eds) Social, cultural, and behavioral modeling, vol 10899, pp 389–394. Springer International Publishing, New York

  • Committee on a Decadal Survey of Social and Behavioral Sciences for Applications to National Security, Board on Behavioral, Cognitive, and Sensory Sciences, Division of Behavioral and Social Sciences and Education, National Academies of Sciences, Engineering, and Medicine (2019) A decadal survey of the social and behavioral sciences: a research agenda for advancing intelligence analysis. National Academies Press

  • Golbeck J, Mauriello ML, Auxier B, Bhanushali KH, Bonk C, Bouzaghrane MA, Buntain C, Chanduka R, Cheakalos P, Everett JB, Falak W, Gieringer C, Graney J, Hoffman KM, Huth L, Ma Z, Jha M, Khan M, Kori V, Lewis E, Mirano G, William T, Mohn IV, Mussenden S, Nelson TM, Mcwillie S, Pant A, Shetye P, Shrestha R, Steinheimer A, Subramanian A, Visnansky G (2019) Fake news vs satire: a dataset and analysis. In: WebSci ’18

  • Grinberg N, Joseph K, Friedland L, Swire-Thompson B, Lazer D (2019) Fake news on Twitter during the 2016 U.S. presidential election. Science 363(6425):374–378

  • Gupta A, Lamba H, Kumaraguru P, Joshi A (2013) Faking sandy: characterizing and identifying fake images on twitter during hurricane sandy. In: Proceedings of the 22nd international conference on World Wide Web, pp 729–736. Association for Computing Machinery

  • Huang B, Carley KM (2020) Discover your social identity from what you tweet: a content based approach. Disinformation, misinformation, and fake news in social media-emerging research challenges and opportunities

  • King C, Bellutta D, Carley KM (2020) Lying about lying on social media: a case study of the 2019 canadian elections. In: Thomson R, Muhammad H (eds) Social, cultural, and behavioral modeling. Lecture notes in computer science, vol 12268, pp 75–85. Springer, New York

  • Levi O, Hosseini P, Diab M, Broniatowski D (2019) Identifying nuances in fake news vs. satire: using semantic and linguistic cues. In: Proceedings of the second workshop on natural language processing for internet freedom: censorship, disinformation, and propaganda, pp 31–35. Association for Computational Linguistics

  • Orr C A new wave of disinformation emerges with anti-Trudeau hashtag. https://www.nationalobserver.com/2019/07/25/analysis/new-wave-disinformation-emerges-trudeaumustgo

  • Panetta A, Scott M (2019) Unlike U.S., Canada plans coordinated attack on foreign election interference. https://politi.co/30WXcIa

  • Rheault L, Musulan A (2019) Investigating the role of social bots during the 2019 canadian election. https://doi.org/10.2139/ssrn.3547763

  • Ribeiro MH, Guerra PHC, Jr, WM, Almeida V (2017) “Everything I disagree with is #FakeNews”: correlating political polarization and spread of misinformation. In: Data science + journalism workshop @ KDD 2017. Halifax, Canada

  • Rizza A (2019) British government says reports that child murderer will be sent to canada are false . https://globalnews.ca/news/5850357/uk-child-murderer-canada-reports/

  • Staff JP (2019) Canada denies arab media report it will take in 100,000 palestinians. https://www.jpost.com/Middle-East/US-has-agreement-with-Canada-to-accept-100000-Palestinians-Arab-report-600602

  • Stanley-Becker I The online MAGA movement tried to take down Canada’s Justin Trudeau. It fell short. - The Washington Post. https://www.washingtonpost.com/politics/the-online-maga-movement-tried-to-take-down-canadas-justin-trudeau-it-fell-short/2019/10/22/0e01e282-f1ef-11e9-89eb-ec56cd414732_story.html

  • Tariq S, Lee S, Kim H, Shin Y, Woo SS (2018) Detecting both machine and human created fake face images in the wild. In: Proceedings of the 2nd international workshop on multimedia privacy and security, pp 81–87. Association for Computing Machinery

  • Thompson E (2019) Gould says after some online election meddling detected https://www.cbc.ca/news/politics/election-misinformation-disinformation-interference-1.5336662

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Acknowledgement

This work was supported in part by the Knight Foundation and Office of Naval Research Award 00014182106. Additional support was provided by the Center for Computational Analysis of Social and Organizational Systems (CASOS) and the Center for Informed Democracy and Social Cybersecurity (IDeaS). The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of the Knight Foundation, the Office of Naval Research, or the U.S. government. The authors would also like to thank David Beskow for collecting the data used in this study and for running his BotHunter algorithm on the data. We would also like to thank Binxuan Huang for access to his Twitter user identity classification system.

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Correspondence to Daniele Bellutta.

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This paper is an extension of the conference paper, “Lying about Lying: A Case Study of the 2019 Canadian Elections” King et al. (2020).

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Bellutta, D., King, C. & Carley, K.M. Deceptive accusations and concealed identities as misinformation campaign strategies. Comput Math Organ Theory 27, 302–323 (2021). https://doi.org/10.1007/s10588-021-09328-x

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