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Title: A framework for detection of malicious software in Android handheld systems using machine learning techniques
Author: Torregrosa Garcia, Blas
Tutor: Estorach Espinós, Carles
Others: Universitat Oberta de Catalunya
Keywords: malware
machine learning
Issue Date: 3-Jan-2015
Publisher: Universitat Oberta de Catalunya
Abstract: The present study aims at designing and developing new approaches to detect malicious applications in Android-based devices. More precisely, MaLDroide (Machine Learning-based Detector for Android malware), a framework for detection of Android malware based on machine learning techniques, is introduced here. It is devised to identify malicious applications.
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