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High Accuracy Detection of Mobile Malware Using Machine Learning - Couverture rigide

 
9783036571751: High Accuracy Detection of Mobile Malware Using Machine Learning
Couverture rigide
ISBN 10 : 3036571752 ISBN 13 : 9783036571751
Editeur : Mdpi AG, 2023

Synopsis

As increasingly sophisticated and evasive malware attacks continue to emerge, more effective detection solutions to tackle the problem are being sought through the application of advanced machine learning techniques. This reprint presents several advances in the field including: a new method of generating adversarial samples through byte sequence feature extraction using deep learning; a state-of-the-art comparative evaluation of deep learning approaches for mobile botnet detection; a novel visualization-based approach that utilizes images for Android botnet detection; a study on the detection of drive-by exploits in images using deep learning; etc. Furthermore, this reprint presents state-of-the-art reviews about machine learning-based detection techniques that will increase researchers' knowledge in the field and enable them to identify future research and development directions.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Mdpi AG
Date d'édition
2023
Langue
anglais
ISBN 10 
3036571752
ISBN 13 
9783036571751
Reliure
Relié
Nombre de pages
226
Éditeur
Yerima Suleiman
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

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