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High Accuracy Detection of Mobile Malware Using Machine Learning - Hardcover

 
9783036571751: High Accuracy Detection of Mobile Malware Using Machine Learning
Hardcover
ISBN 10: 3036571752 ISBN 13: 9783036571751
Verlag: MDPI AG, 2023

Inhaltsangabe

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.

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Verlag
MDPI AG
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
3036571752
ISBN 13 
9783036571751
Einband
Gebundene Ausgabe
Anzahl der Seiten
226
Herausgeber
Yerima Suleiman
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

Europaallee 1
Bad Hersfeld
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Deutschland