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Backdoor Attack on Propagation-based Rumor Detectors
Rumor detection is critical as the spread of misinformation on social media threatens social stability. The propagation structure has garnered attention for its ability to capture discriminative information, such as crowd stance, which has led to the development of enhanced detection methods.
Di Jin 0001 +5 more
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Nonconstant Steady States of a Rumor Propagation Model
Differential Equations and Dynamical Systems, 2023zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Mengxin Chen, Ranchao Wu, Qianqian Zheng
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Using TwitterTrails.com to Investigate Rumor Propagation
Proceedings of the 18th ACM Conference Companion on Computer Supported Cooperative Work & Social Computing, 2015Social media have become part of modern news reporting, used by journalists to spread information and find sources, or as a news source by individuals. The quest for prominence and recognition on social media sites like Twitter can sometimes eclipse accuracy and lead to the spread of false information. As a way to study and react to this trend, we demo
Panagiotis Takis Metaxas +2 more
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Analysis of Antagonistic Dynamics for Rumor Propagation
2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS), 2019The extreme boom of online social networks paves the way for rumor propagation, which may incur an economic loss and cause further public panic. Hence, there is a pressing need to develop countermeasures for reducing side effects posed by rumors. Different from the state-of-the-art work that mostly conducted micro-perspective studies, our paper focuses
Shengling Wang 0001 +4 more
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How the anti-rumor kills the rumor: Conflicting information propagation in networks
2016 IEEE International Conference on Communications (ICC), 2016Online Social Networks (OSNs) is taking over television and newspapers, to be the dominant information dissemination option. The growing involvement of individuals create the situation that colliding, even contradicting information coexist and propagate in the same network, which gives rise to an interesting question: how will the conflicting ...
Jie Wang 0016, Wenye Wang, Cliff Wang
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Research on rumor propagation and rumor refutation strategies in complex network environment
With the popularity of social media, the speed and scale of information dissemination has increased exponentially, among which rumors have become a prominent issue that arouses public concern.
Guanghui Yan +3 more
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Rumor propagation model with neutral state
International Journal of Modern Physics C, 2023The development of social networks provides a broad platform for the dissemination of information and also leads to the proliferation of fake news and false information, which we collectively refer to as rumors. The spread of rumors causes unnecessary panic and loss to individuals and society.
Xinran Qiao +6 more
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A new rumor propagation model on SNS structure
2012 IEEE International Conference on Granular Computing, 2012Rumor spreading on complex networks is an interesting problem that is often discussed by physicists and social psychologists. In this paper, we propose a new rumor spreading model for rumor propagation in online social networks. Negative and positive social reinforcements are considered in the acceptant probability model.
Hui Wang +4 more
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Stability Analysis of a Delayed Rumor Propagation Model
Differential Equations and Dynamical Systems, 2015zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Laarabi, Hassan +3 more
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