Text Classification Techniques Used to Faciliate Cyber Terrorism Investigation

Simanjuntak, David Allister; Ipung, Heru Purnomo; Lim, Charles; Nugroho, Anto Satriyo

doi:10.1109/act.2010.40

Cited by 32 publications

(17 citation statements)

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“…For several topics related to cyberbullying detection, research has been carried out based on text mining paradigms, such as identifying online sexual predators [7], vandalism detection [8], spam detection [9] and detection of internet abuse and cyberterrorism [10]. However, very little research has been conducted on technical solutions for cyberbullying detection.…”

Section: State Of the Artmentioning

confidence: 99%

Cyberbullying detection

Dadvar

Jong

2012

Proceedings of the 21st International Conference on World Wide Web

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As a result of the invention of social networks friendships, relationships and social communications have all gone to a new level with new definitions. One may have hundreds of friends without even seeing their faces. Meanwhile, alongside this transition there is increasing evidence that online social applications have been used by children and adolescents for bullying. State-of-the-art studies in cyberbullying detection have mainly focused on the content of the conversations while largely ignoring the users involved in cyberbullying. We propose that incorporation of the users' information, their characteristics, and post-harassing behaviour, for instance, posting a new status in another social network as a reaction to their bullying experience, will improve the accuracy of cyberbullying detection. Crosssystem analyses of the users' behaviour -monitoring their reactions in different online environments -can facilitate this process and provide information that could lead to more accurate detection of cyberbullying.

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Section: State Of the Artmentioning

confidence: 99%

Cyberbullying detection

Dadvar

Jong

2012

Proceedings of the 21st International Conference on World Wide Web

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“…Spawning cyber terrorism; the use of cyberspace to carry out activities classified -terroristic‖. Cyber terrorists are able to perpetrate attacks through cyber-space and the virtual world, converging the physical world and cyber space [3]. Heartened by the diminished inherent threat of capture due to the distance between theme and their victims and the difficulty of tracing back the attack to them.…”

Section: Introductionmentioning

confidence: 99%

Cyberterrorism Definition Patterns and Mitigation Strategies: A Literature Review

2017

IJSR

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This paper aim to contribute to the body of knowledge on cyber terrorism, improves awareness of cyber terrorism definition, boundaries, potential targets, crime patterns and effective mitigation strategies through analysis of relevant literature on the issue produced in recent years. It details the definitional origins of the concept and It looks at motivational factors and level of destruction necessary to classify a cyber-attack as cyberterrorism. The second sections is devoted to literature distinguishing cyberterrorism from hacking and cybercrime. Section three details the stages of a cyber attack, Section four lists the types of infrastructure targeted for cyber terrorists and Section five focuses on mitigation strategies.

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“…Research has been also carried out based on paradigms of text mining for topics related to the detection of cyberbullying such as the detection of online sexual harassers [12], the detection of vandalism [13] or the detection of cyberterrorism [14] [15]. However, few studies have been developed to find technical solutions that allow the detection of cyberbullying.…”

Section: Related Workmentioning

confidence: 99%