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Physical Sciences and Mathematics Commons

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Information Security

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Graduate Theses and Dissertations

2020

Machine Learning

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Full-Text Articles in Physical Sciences and Mathematics

Dynamic Fraud Detection Via Sequential Modeling, Panpan Zheng May 2020

Dynamic Fraud Detection Via Sequential Modeling, Panpan Zheng

Graduate Theses and Dissertations

The impacts of information revolution are omnipresent from life to work. The web services have signicantly changed our living styles in daily life, such as Facebook for communication and Wikipedia for knowledge acquirement. Besides, varieties of information systems, such as data management system and management information system, make us work more eciently. However, it is usually a double-edged sword. With the popularity of web services, relevant security issues are arising, such as fake news on Facebook and vandalism on Wikipedia, which denitely impose severe security threats to OSNs and their legitimate participants. Likewise, oce automation incurs another challenging security issue, …