Analysis and Response Strategy of Cross-Community Rumors Using Mixed Multilayer Method for Enterprise Cyber Warriors

Yi Wei Ma, Chun Yao Chang, Yen Neng Chiang, Jiann Liang Chen, Chih Hung Chen, Wen Tsung Chang, Shun Ching Yang, Ying Hsun Lai*

*此作品的通信作者

研究成果: 雜誌貢獻期刊論文同行評審

摘要

In the age of information explosion, it is easy for people to receive many messages, and it is difficult to verify the authenticity of each message. Therefore, people often quickly and forward the acquired information and share anonymous information, rather than absorbing it after verification. The study questions current Artificial Intelligence (AI) detection methods, arguing that a simple dichotomy cannot distinguish between true and false information. This study proposes a mixed method to analyze events based on the dissemination and interaction of false information in online enterprise communities from the perspective of an observer. The event explores multiple features based on various characteristics, such as motivation, purpose, intention, and behavior. Experimental results show that the proposed method can effectively identify false information with high risk. Additionally, this study discusses the effectiveness and response strategies of the enterprise cyber warrior based on the mixed multi-layer analysis. This study provides a preliminary study of mixed cognitive warfare identification and immediate response behavior for corporate Internet rumors.

原文英語
頁(從 - 到)131386-131393
頁數8
期刊IEEE Access
10
DOIs
出版狀態已發佈 - 2022

ASJC Scopus subject areas

  • 一般電腦科學
  • 一般材料科學
  • 一般工程
  • 電氣與電子工程

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