分析恐怖主义背景下的暗网论坛页面:主题建模方法

IF 0.2 0 LANGUAGE & LINGUISTICS Security Journal Pub Date : 2024-03-13 DOI:10.1057/s41284-024-00421-9
Eda Sonmez, Keziban Seckin Codal
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引用次数: 0

摘要

暗网已成为各种犯罪活动的平台,包括武器贩运、色情、伪造证件、毒品贩运,以及本研究中详述的最引人注目的恐怖主义。本文采用基于 LDA 的主题建模方法来识别暗网上讨论的主题。主要目的是概述圣战分子在网络空间中的交流情况,以发现异常行为或与恐怖主义相关的目的。研究结果表明,论坛上有关招募和宣传的对话占主导地位。在调查结束时,没有直接证据表明存在恐怖主义合作。但这并不意味着这些网站没有风险。宣传和招募工具助长了恐怖活动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Analyzing a Dark Web forum page in the context of terrorism: a topic modeling approach

Dark Web has turned into a platform for a variety of criminal activities, including weapon trafficking, pornography, fake documents, drug trafficking, and, most notably terrorism as detailed in this study. This article uses an LDA-based topic modeling approach to identify the topics addressed in discussions on the Dark Web. The main purpose is to present an overview of jihadists’ communication in cyberspace for the detection of unusual behavior or terrorism-related purposes. According to the findings, conversations in the context of recruitment and propaganda predominated at the forum. There was no direct evidence of terrorist collaboration at the conclusion of the investigation. This does not, however, imply that these sites are risk-free. Propaganda and recruitment tools feed the terrorist activities.

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来源期刊
CiteScore
3.50
自引率
0.00%
发文量
35
期刊介绍: The?Security Journal?is a dynamic publication that keeps you informed about the latest developments and techniques in security management. Written in an accessible style it is the world's premier peer-reviewed journal for today's security researcher and professional. The journal is affiliated to ASIS International and has an advisory board which includes representatives from major associations expert practitioners and leading academics.The?Security Journal?publishes papers at the cutting edge in developing ideas and improving practice focusing on the latest research findings on all aspects of security. Regular features include personal opinions and informed comment on key issues in security as well as incisive reviews of books videos and official reports.What are the benefits of subscribing?Learn from evaluations of the latest security measures policies and initiatives; keep up-to-date with new techniques for managing security as well as the latest findings and recommendations of independent research; understand new perspectives and how they inform the theory and practice of security management.What makes the journal distinct?Articles are jargon free and independently refereed; papers are at the cutting edge in developing ideas and improving practice; we have appointed an Advisory Board which includes representatives from leading associations skilled practitioners and the world's leading academics.How does the journal inform?The?Security Journal?publishes innovative papers highlighting the latest research findings on all aspects of security; incisive reviews of books videos and official reports; personal opinions and informed comment on key issues.Topics covered include:fraudevaluations of security measuresshop theftburglaryorganised crimecomputer and information securityrepeat victimisationviolence within the work placeprivate policinginsuranceregulation of the security industryCCTVtaggingaccess controlaviation securityhealth and safetyarmed robberydesigning out crimesecurity staffoffenders' viewsPlease note that the journal does not accept technical or mathematic submissions or research based on formulas or prototypes.
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