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Exploring the construction and infiltration strategies of social bots in sina microblog
Nowadays, millions of people use Online Social Networks (OSNs) like Twitter, Facebook and Sina Microblog, to express opinions on current events. The widespread use of these OSNs has also led to the emergence of social bots. What is more, the existence of social bots is so powerful that some of them...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7666167/ https://www.ncbi.nlm.nih.gov/pubmed/33188231 http://dx.doi.org/10.1038/s41598-020-76814-8 |
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author | Wang, Wenxian Chen, Xingshu Jiang, Shuyu Wang, Haizhou Yin, Mingyong Wang, Peiming |
author_facet | Wang, Wenxian Chen, Xingshu Jiang, Shuyu Wang, Haizhou Yin, Mingyong Wang, Peiming |
author_sort | Wang, Wenxian |
collection | PubMed |
description | Nowadays, millions of people use Online Social Networks (OSNs) like Twitter, Facebook and Sina Microblog, to express opinions on current events. The widespread use of these OSNs has also led to the emergence of social bots. What is more, the existence of social bots is so powerful that some of them can turn into influential users. In this paper, we studied the automated construction technology and infiltration strategies of social bots in Sina Microblog, aiming at building friendly and influential social bots to resist malicious interpretations. Firstly, we studied the critical technology of Sina Microblog data collection, which indicates that the defense mechanism of that is vulnerable. Then, we constructed 96 social bots in Sina Microblog and researched the influence of different infiltration strategies, like different attribute settings and various types of interactions. Finally, our social bots gained 5546 followers in the 42-day infiltration period with a 100% survival rate. The results show that the infiltration strategies we proposed are effective and can help social bots escape detection of Sina Microblog defense mechanism as well. The study in this paper sounds an alarm for Sina Microblog defense mechanism and provides a valuable reference for social bots detection. |
format | Online Article Text |
id | pubmed-7666167 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-76661672020-11-16 Exploring the construction and infiltration strategies of social bots in sina microblog Wang, Wenxian Chen, Xingshu Jiang, Shuyu Wang, Haizhou Yin, Mingyong Wang, Peiming Sci Rep Article Nowadays, millions of people use Online Social Networks (OSNs) like Twitter, Facebook and Sina Microblog, to express opinions on current events. The widespread use of these OSNs has also led to the emergence of social bots. What is more, the existence of social bots is so powerful that some of them can turn into influential users. In this paper, we studied the automated construction technology and infiltration strategies of social bots in Sina Microblog, aiming at building friendly and influential social bots to resist malicious interpretations. Firstly, we studied the critical technology of Sina Microblog data collection, which indicates that the defense mechanism of that is vulnerable. Then, we constructed 96 social bots in Sina Microblog and researched the influence of different infiltration strategies, like different attribute settings and various types of interactions. Finally, our social bots gained 5546 followers in the 42-day infiltration period with a 100% survival rate. The results show that the infiltration strategies we proposed are effective and can help social bots escape detection of Sina Microblog defense mechanism as well. The study in this paper sounds an alarm for Sina Microblog defense mechanism and provides a valuable reference for social bots detection. Nature Publishing Group UK 2020-11-13 /pmc/articles/PMC7666167/ /pubmed/33188231 http://dx.doi.org/10.1038/s41598-020-76814-8 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Wang, Wenxian Chen, Xingshu Jiang, Shuyu Wang, Haizhou Yin, Mingyong Wang, Peiming Exploring the construction and infiltration strategies of social bots in sina microblog |
title | Exploring the construction and infiltration strategies of social bots in sina microblog |
title_full | Exploring the construction and infiltration strategies of social bots in sina microblog |
title_fullStr | Exploring the construction and infiltration strategies of social bots in sina microblog |
title_full_unstemmed | Exploring the construction and infiltration strategies of social bots in sina microblog |
title_short | Exploring the construction and infiltration strategies of social bots in sina microblog |
title_sort | exploring the construction and infiltration strategies of social bots in sina microblog |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7666167/ https://www.ncbi.nlm.nih.gov/pubmed/33188231 http://dx.doi.org/10.1038/s41598-020-76814-8 |
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