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    Chapter and Conference Paper

    TapTree: Process-Tree Based Host Behavior Modeling and Threat Detection Framework via Sequential Pattern Mining

    Host behaviour modelling is widely deployed in today’s corporate environments to aid in the detection and analysis of cyber attacks. Audit logs containing system-level events are frequently used for behavior m...

    Mohammad Mamun, Scott Buffett in Information and Communications Security (2022)

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    Chapter and Conference Paper

    Tell Them from Me: An Encrypted Application Profiler

    Profiling internet users associated with encrypted applications has been a long-standing challenging issue that helps to identify targeted users’ interests. This paper proposes a machine-learning based solutio...

    Mohammad Mamun, Rongxing Lu, Manon Gaudet in Network and System Security (2019)