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\n \n \n Fix it now\n

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\n  \n 2025\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n \n Delayed takedown of illegal content on social media makes moderation ineffective.\n \n \n \n \n\n\n \n Truong, B. T.; Kim, S.; Nogara, G.; Verdolotti, E.; Sahneh, E. S.; Saurwein, F.; Just, N.; Luceri, L.; Giordano, S.; and Menczer, F.\n\n\n \n\n\n\n Technical Report 2502.08841, arXiv, 2025.\n \n\n\n\n
\n\n\n\n \n \n \"DelayedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@techreport{truong2025illegaltakedowndelay,\n\tauthor = {Bao Tran Truong and Sangyeon Kim and Gianluca Nogara and Enrico Verdolotti and Erfan Samieyan Sahneh and Florian Saurwein and Natascha Just and Luca Luceri and Silvia Giordano and Filippo Menczer},\n\tdoi = {10.48550/arXiv.2502.08841},\n\tinstitution = {arXiv},\n\tnumber = {2502.08841},\n\ttitle = {Delayed takedown of illegal content on social media makes moderation ineffective},\n\ttype = {Preprint},\n\turl = {https://doi.org/10.48550/arXiv.2502.08841},\n\tyear = {2025}\n}\n\n
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\n \n\n \n \n \n \n \n \n Modeling the amplification of epidemic spread by individuals exposed to misinformation on social media.\n \n \n \n \n\n\n \n DeVerna, M. R.; Pierri, F.; Ahn, Y.; Fortunato, S.; Flammini, A.; and Menczer, F.\n\n\n \n\n\n\n npj Complexity, 2: 11. 2025.\n \n\n\n\n
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@article{DeVerna2024info-epidemic,\n\tauthor = {Matthew R. DeVerna and Francesco Pierri and Yong-Yeol Ahn and Santo Fortunato and Alessandro Flammini and Filippo Menczer},\n\tdoi = {10.1038/s44260-025-00038-y},\n\tjournal = {npj Complexity},\n\tpages = {11},\n\ttitle = {Modeling the amplification of epidemic spread by individuals exposed to misinformation on social media},\n\turl = {https://www.nature.com/articles/s44260-025-00038-y},\n\tvolume = {2},\n\tyear = {2025}\n}\n\n
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\n \n\n \n \n \n \n \n \n Big data, small answers: How the DSA Transparency Database falls short of its regulatory objectives.\n \n \n \n \n\n\n \n Groesch, S.; Birrer, A.; Just, N.; and Saurwein, F.\n\n\n \n\n\n\n Telecommunications Policy,103088. 2025.\n \n\n\n\n
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@article{Groesch_2025_DSA,\n        author = {Groesch, Sebastian and Birrer, Adrian and Just, Natascha and Saurwein, Florian},\n        title = {Big data, small answers: How the DSA Transparency Database falls short of its regulatory objectives},\n        journal = {Telecommunications Policy},\n        year = {2025},\n        pages = {103088},\n        doi = {10.1016/j.telpol.2025.103088},\n        url = {https://doi.org/10.1016/j.telpol.2025.103088}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Removal: Visibility Reduction in Content Moderation.\n \n \n \n \n\n\n \n Saurwein, F.; Birrer, A.; Groesch, S.; and Just, N.\n\n\n \n\n\n\n TechREG Chronicle,35–41. 2025.\n \n\n\n\n
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@article{Saurwein_2025_Visibility,\n        author = {Saurwein, Florian and Birrer, Adrian and Groesch, Sebastian and Just, Natascha},\n        title = {Beyond Removal: Visibility Reduction in Content Moderation},\n        journal = {TechREG Chronicle},\n        year = {2025},\n        pages = {35--41},\n        doi = {10.5167/uzh-277406},\n        url = {https://doi.org/10.5167/uzh-277406}\n}\n\n
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\n  \n 2024\n \n \n (11)\n \n \n
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\n \n\n \n \n \n \n \n \n Account credibility inference based on news-sharing networks.\n \n \n \n \n\n\n \n Truong, B. T.; Allen, O. M.; and Menczer, F.\n\n\n \n\n\n\n EPJ Data Science, 13: 10. 2024.\n \n\n\n\n
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@article{Truong2022NewsSharing,\n\tauthor = {Truong, Bao Tran and Allen, Oliver Melbourne and Menczer, Filippo},\n\tdoi = {10.1140/epjds/s13688-024-00450-9},\n\tjournal = {EPJ Data Science},\n\tpages = {10},\n\ttitle = {Account credibility inference based on news-sharing networks},\n\turl = {https://doi.org/10.1140/epjds/s13688-024-00450-9},\n\tvolume = {13},\n\tyear = {2024}\n}\n\n
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\n \n\n \n \n \n \n \n Tracking fringe and coordinated activity on Twitter leading up to the US Capitol attack.\n \n \n \n\n\n \n Vishnuprasad, P. S.; Nogara, G.; Cardoso, F.; Cresci, S.; Giordano, S.; and Luceri, L.\n\n\n \n\n\n\n In Proceedings of the international AAAI conference on web and social media, volume 18, pages 1557–1570, 2024. \n \n\n\n\n
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@inproceedings{vishnuprasad2024tracking,\n  title={Tracking fringe and coordinated activity on Twitter leading up to the US Capitol attack},\n  author={Vishnuprasad, Padinjaredath Suresh and Nogara, Gianluca and Cardoso, Felipe and Cresci, Stefano and Giordano, Silvia and Luceri, Luca},\n  booktitle={Proceedings of the international AAAI conference on web and social media},\n  volume={18},\n  pages={1557--1570},\n  year={2024}\n}\n\n
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\n \n\n \n \n \n \n \n Safe Spaces or Toxic Places? Content Moderation and Social Dynamics of Online Eating Disorder Communities.\n \n \n \n\n\n \n Lerman, K.; Chu, M. D.; Bickham, C.; Luceri, L.; and Ferrara, E.\n\n\n \n\n\n\n arXiv preprint arXiv:2412.15721. 2024.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{lerman2024safe,\n  title={Safe Spaces or Toxic Places? Content Moderation and Social Dynamics of Online Eating Disorder Communities},\n  author={Lerman, Kristina and Chu, Minh Duc and Bickham, Charles and Luceri, Luca and Ferrara, Emilio},\n  journal={arXiv preprint arXiv:2412.15721},\n  year={2024}\n}\n\n
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\n \n\n \n \n \n \n \n \n Quantifying the vulnerabilities of the online public square to adversarial manipulation tactics.\n \n \n \n \n\n\n \n Truong, B. T.; Lou, X.; Flammini, A.; and Menczer, F.\n\n\n \n\n\n\n PNAS Nexus, 3(7): pgae258. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"QuantifyingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 12 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{Lou2019pollution,\n\tauthor = {Truong, Bao Tran and Xiaodan Lou and Alessandro Flammini and Filippo Menczer},\n\tdoi = {10.1093/pnasnexus/pgae258},\n\tjournal = {PNAS Nexus},\n\tnumber = {7},\n\tpages = {pgae258},\n\ttitle = {Quantifying the vulnerabilities of the online public square to adversarial manipulation tactics},\n\turl = {https://doi.org/10.1093/pnasnexus/pgae258},\n\tvolume = {3},\n\tyear = {2024}\n}\n\n
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\n \n\n \n \n \n \n \n \n How foreign operations are manipulating social media to influence your views.\n \n \n \n \n\n\n \n Menczer, F.\n\n\n \n\n\n\n The Conversation, Oct 2024.\n \n\n\n\n
\n\n\n\n \n \n \"HowPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{Menczer2024Conversation,\n\tauthor = {Menczer, Filippo},\n\thowpublished = {The Conversation},\n\tmonth = {Oct},\n\ttitle = {{How foreign operations are manipulating social media to influence your views}},\n\turl = {https://theconversation.com/how-foreign-operations-are-manipulating-social-media-to-influence-your-views-240089},\n\tyear = {2024}\n}\n\n
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\n \n\n \n \n \n \n \n \n What we know and don’t know about deepfakes: An investigation into the state of the research and regulatory landscape.\n \n \n \n \n\n\n \n Birrer, A.; and Just, N.\n\n\n \n\n\n\n New Media & Society. 2024.\n \n\n\n\n
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@article{Birrer_Just_2024,\n\ttitle={What we know and don’t know about deepfakes: An investigation into the state of the research and regulatory landscape},\n\tjournal={New Media & Society},\n\tauthor={Birrer, Alena and Just, Natascha},\n\tyear={2024},\n\turl= {https://doi.org/10.1177/14614448241253138}\n}\n\n
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\n \n\n \n \n \n \n \n \n Enhancing Social-Media Regulation through Transparency? Examining the New Transparency Regime in the EU.\n \n \n \n \n\n\n \n Just, N.; and Saurwein, F.\n\n\n \n\n\n\n TechREG Chronicle, (February): 1–9. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"EnhancingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{Just_Saurwein_2024,\n\ttitle={Enhancing Social-Media Regulation through Transparency? Examining the New Transparency Regime in the EU}, number={February},\n\tjournal={TechREG Chronicle},\n\tauthor={Just, Natascha and Saurwein, Florian},\n\tyear={2024},\n\tpages={1–9},\n\turl= {https://www.zora.uzh.ch/id/eprint/257668/}\n}\n\n
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\n \n\n \n \n \n \n \n \n Misinformation and Polarization around COVID-19 vaccines in France, Germany, and Italy.\n \n \n \n \n\n\n \n Nogara, G.; Pierri, F.; Cresci, S.; Luceri, L.; and Giordano, S.\n\n\n \n\n\n\n In Proceedings of the 16th ACM Web Science Conference, of WEBSCI '24, pages 119–128, New York, NY, USA, 2024. Association for Computing Machinery\n \n\n\n\n
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@inproceedings{nogara_2024_misinformation,\n\tauthor = {Nogara, Gianluca and Pierri, Francesco and Cresci, Stefano and Luceri, Luca and Giordano, Silvia},\n\ttitle = {Misinformation and Polarization around COVID-19 vaccines in France, Germany, and Italy},\n\tyear = {2024},\n\tisbn = {9798400703348},\n\tpublisher = {Association for Computing Machinery},\n\taddress = {New York, NY, USA},\n\turl = {https://doi.org/10.1145/3614419.3644020},\n\tdoi = {10.1145/3614419.3644020},\n\tbooktitle = {Proceedings of the 16th ACM Web Science Conference},\n\tpages = {119–128},\n\tnumpages = {10},\n\tlocation = {Stuttgart, Germany},\n\tseries = {WEBSCI '24}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n The Dawn of Decentralized Social Media: An Exploration of Bluesky's Public Opening.\n \n \n \n \n\n\n \n Samieyan, E. S.; Nogara, G.; DeVerna, M.; Liu, N.; Luceri, L.; Menczer, F.; Pierri, F.; and Giordano, S.\n\n\n \n\n\n\n 2024.\n \n\n\n\n
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@misc{Samieyan_2024_bluesky,\n\tauthor = {Samieyan, Erfan Sahneh and Nogara, Gianluca and DeVerna, Matthew, R  and Liu, Nick and Luceri, Luca and Menczer, Filippo and Pierri, Francesco and Giordano, Silvia},\n\tinstitution = {arXiv},\n\tnumber = {2408.03146},\n\ttitle = {The Dawn of Decentralized Social Media: An Exploration of Bluesky's Public Opening},\n\ttype = {Preprint},\n\turl = {https://arxiv.org/abs/2408.03146},\n\tyear = {2024}\n}\n\n
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\n \n\n \n \n \n \n \n Not My Fault: Studying the Necessity of the User Classification & Employment of Fine-Level User-Based Moderation Interventions in Social Networks.\n \n \n \n\n\n \n Nasirian, S.; Nogara, G.; and Giordano, S.\n\n\n \n\n\n\n In Complex Networks & Their Applications XII, pages 354–365, 2024. Springer Nature Switzerland\n \n\n\n\n
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@InProceedings{Nasirian_2024_moderation,\n\tauthor = {Nasirian, Sara and Nogara, Gianluca and Giordano, Silvia},\n\ttitle = {Not My Fault: Studying the Necessity of the User Classification {\\&} Employment of Fine-Level User-Based Moderation Interventions in Social Networks},\n\tbooktitle = {Complex Networks {\\&} Their Applications XII},\n\tyear = {2024},\n\tpublisher= {Springer Nature Switzerland},\n\tpages = {354--365},\n\tisbn = {978-3-031-53503-1}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Toxic Bias: Perspective API Misreads German as More Toxic.\n \n \n \n \n\n\n \n Nogara, G.; Pierri, F.; Cresci, S.; Luceri, L.; Törnberg, P.; and Giordano, S.\n\n\n \n\n\n\n 2024.\n \n\n\n\n
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@misc{nogara2024toxicbiasperspectiveapi,\n      title = {Toxic Bias: Perspective API Misreads German as More Toxic}, \n      author = {Gianluca Nogara and Francesco Pierri and Stefano Cresci and Luca Luceri and Petter Törnberg and Silvia Giordano},\n      year = {2024},\n      number = {2312.12651},\n      institution = {arXiv},\n      type = {Preprint},\n      url = {https://arxiv.org/abs/2312.12651}, \n}\n\n\n
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\n \n\n \n \n \n \n \n Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls.\n \n \n \n\n\n \n Ezzeddine, F.; Ayoub, O.; Giordano, S.; Nogara, G.; Sbeity, I.; Ferrara, E.; and Luceri, L.\n\n\n \n\n\n\n EPJ Data Science, 12(1): 46. 2023.\n \n\n\n\n
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@article{ezzeddine2023exposing,\n  title={Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls},\n  author={Ezzeddine, Fatima and Ayoub, Omran and Giordano, Silvia and Nogara, Gianluca and Sbeity, Ihab and Ferrara, Emilio and Luceri, Luca},\n  journal={EPJ Data Science},\n  volume={12},\n  number={1},\n  pages={46},\n  year={2023},\n  publisher={Springer Berlin Heidelberg}\n}\n\n
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\n \n\n \n \n \n \n \n How does Twitter account moderation work? Dynamics of account creation and suspension on Twitter during major geopolitical events.\n \n \n \n\n\n \n Pierri, F.; Luceri, L.; Chen, E.; and Ferrara, E.\n\n\n \n\n\n\n EPJ Data Science, 12(1): 43. 2023.\n \n\n\n\n
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@article{pierri2023does,\n  title={How does Twitter account moderation work? Dynamics of account creation and suspension on Twitter during major geopolitical events},\n  author={Pierri, Francesco and Luceri, Luca and Chen, Emily and Ferrara, Emilio},\n  journal={EPJ Data Science},\n  volume={12},\n  number={1},\n  pages={43},\n  year={2023},\n  publisher={Springer}\n}\n\n
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\n \n\n \n \n \n \n \n \n Using Science To Guide Social Media Regulation.\n \n \n \n \n\n\n \n Giordano, S.; Menczer, F.; Just, N.; Saurwein, F.; Bryden, J.; and Luceri, L.\n\n\n \n\n\n\n Tech Policy Press. Accessible online at https://techpolicy.press/using-science-to-guide-social-media-regulation/, 2023.\n \n\n\n\n
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@misc{Giordano2023using-science,\n    Author = {S. Giordano and F. Menczer and N. Just and F. Saurwein and J. Bryden and L. Luceri},\n    Howpublished = {Tech Policy Press. Accessible online at https://techpolicy.press/using-science-to-guide-social-media-regulation/},\n    Title = {Using Science To Guide Social Media Regulation},\n    Url = {https://techpolicy.press/using-science-to-guide-social-media-regulation/},\n    Year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n User's Reaction Patterns in Online Social Network Communities.\n \n \n \n \n\n\n \n Bouleimen, A.; Pagan, N.; Cresci, S.; Urman, A.; Nogara, G.; and Giordano, S.\n\n\n \n\n\n\n Technical Report 2309.03701, arXiv, 2023.\n \n\n\n\n
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@techreport{nogara2022dis12,\n\ttitle={User's Reaction Patterns in Online Social Network Communities}, \n    \tauthor={Azza Bouleimen and Nicolò Pagan and Stefano Cresci and Aleksandra Urman and Gianluca Nogara and Silvia Giordano},\n\tdoi = {10.48550/arXiv.2309.03701},\n\tinstitution = {arXiv},\n\tnumber = {2309.03701},\n\ttype = {Preprint},\n\turl = {https://doi.org/10.48550/arXiv.2309.03701},\n\tyear={2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Friction Interventions to Curb the Spread of Misinformation on Social Media.\n \n \n \n \n\n\n \n Jahn, L.; Rendsvig, R. K.; Flammini, A.; Menczer, F.; and Hendricks, V. F.\n\n\n \n\n\n\n Technical Report 2307.11498, arXiv, 2023.\n \n\n\n\n
\n\n\n\n \n \n \"FrictionPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@techreport{Jahn2023friction,\n\tauthor = {Jahn, Laura and Rendsvig, Rasmus K. and Flammini, Alessandro and Menczer, Filippo and Hendricks, Vincent F.},\n\tdoi = {10.48550/arXiv.2307.11498},\n\tinstitution = {arXiv},\n\tnumber = {2307.11498},\n\ttitle = {Friction Interventions to Curb the Spread of Misinformation on Social Media},\n\ttype = {Preprint},\n\turl = {https://doi.org/10.48550/arXiv.2307.11498},\n\tyear = {2023}\n}\n\n
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