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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...

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Autores principales: Wang, Wenxian, Chen, Xingshu, Jiang, Shuyu, Wang, Haizhou, Yin, Mingyong, Wang, Peiming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
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.
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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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