Browsing Graduate Studies by Subject "Deep Learning"

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Android Mobile Malware Detection using Deep Ensemble Machine Learning

Liyanapathirana, C.; Rajapakse, C. (International Postgraduate Research Conference 2019, Faculty of Graduate Studies, University of Kelaniya, Sri Lanka, 2019)

The Android operating system is one of the most used operating systems in the world and has become a target to malware authors. Traditional malware detection methods such as signatures find it impossible to deal with ...
Deep Learning-Based Malware Detection and Cleansing Mechanism for Server-Side Cloud Computing

Sampath, K.K.; Karunarathna, S.N. (International Postgraduate Research Conference 2019, Faculty of Graduate Studies, University of Kelaniya, Sri Lanka, 2019)

Traditionally, malware is detected by inspecting its signature, which is a unique identifier of the software’s binary. Signature based malware detection approaches are now less effective for to identifying intelligent and ...

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