Browsing by Subject "imbalanced dataset , Android malware detection , Malware classification , Artificial intelligence , Machine learning"

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Android malware detection: An in-depth investigation of the impact of the use of imbalance datasets on the efficiency of machine learning models

Sawadogo, Zakaria; Dembele, Jean-Marie; Mendy, Gervais; Ouya, Samuel (IEEE Xplore, 2023-03-29)

Machine learning techniques have become an essential part of research into the detection and classification of malicious applications. There are several approaches or algorithms that learn from existing data and predict ...

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