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Emoti-Shing: Detecting vishing Attacks by Learning Emotion Dynamics through Hidden Markov Models

Journal of Intelligent Learning Systems and Applications 2024年第3期16卷 274-315页

作者： Virgile Simé Nyassi Franklin Tchakounté Blaise Omer Yenké Duplex Elvis Houpa Danga Magnuss Dufe Ngoran Jean Louis Kedieng Ebongue Fendji Department of Mathematics and Computer Science Faculty of Science University of Ngaoundr Ngaoundr Cameroon Department of Computer Engineering University Institute of Technology University of Ngaoundr Ngaoundr Cameroon

This study examines vishing, a form of social engineering scam using voice communication to deceive individuals into revealing sensitive information or losing money. With the rise of smartphone usage, people are more susceptible to vishing attacks. The proposed Emoti-Shing model analyzes potential victims’ emotions using Hidden Markov Models to track vishing scams by examining the emotional content of phone call audio conversations. This approach aims to detect vishing scams using biological features of humans, specifically emotions, which cannot be easily masked or spoofed. Experimental results on 30 generated emotions indicate the potential for increased vishing scam detection through this approach.

关键词： Social Engineering Hidden Markov Model vishing Voice Mining

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Mobile Phishing Attacks and Mitigation Techniques

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Journal of Information Security 2015年第3期6卷 206-212页

作者： Hossain Shahriar Tulin Klintic Victor Clincy Kennesaw State University Marietta Georgia USA

Mobile devices have taken an essential role in the portable computer world. Portability, small screen size, and lower cost of production make these devices popular replacements for desktop and laptop computers for many daily tasks, such as surfing on the Internet, playing games, and shopping online. The popularity of mobile devices such as tablets and smart phones has made them a frequent target of traditional web-based attacks, especially phishing. Mobile device-based phishing takes its share of the pie to trick users into entering their credentials in fake websites or fake mobile applications. This paper discusses various phishing attacks using mobile devices followed by some discussion on countermeasures. The discussion is intended to bring more awareness to emerging mobile device-based phishing attacks.

关键词： Mobile Application Phishing Smishing vishing

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