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Android Malware Detection with Machine Learning - COLLECTIF

Android Malware Detection with Machine Learning

COLLECTIF

 
65,99 $

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EN SAVOIR PLUS Résumé

Written by machine-learning researchers and members of the Android Security team, this all-star guide tackles the analysis and detection of malware that targets the Android operating system.

This groundbreaking guide to Android malware distills years of research by machine learning experts in academia and members of Meta and Google’s Android Security teams into a comprehensive introduction to detecting common threats facing the Android eco-system today.

Explore the history of Android malware in the wild since the operating system first launched and then practice static and dynamic approaches to analyzing real malware specimens. Next, examine machine learning techniques that can be used to detect malicious apps, the types of classification models that defenders can implement to achieve these detections, and the various malware features that can be used as input to these models. Adapt these machine learning strategies to the identifica-tion of malware categories like banking trojans, ransomware, and SMS fraud.

You’ll:

Dive deep into the source code of real malware
Explore the static, dynamic, and complex features you can extract from malware for analysis
Master the machine learning algorithms useful for malware detection
Survey the efficacy of machine learning techniques at detecting common Android malware categories

The Android Malware Handbook’s team of expert authors will guide you through the Android threat landscape and prepare you for the next wave of malware to come.

Détails
Prix : 65,99 $
Catégorie :
Auteur :  COLLECTIF
Titre : Android Malware Detection with Machine Learning
Date de parution : 07 novembre 2023
Éditeur : NO STARCH PRESS
Pages : 320
Sujet : Général
ISBN : 9781718503304 (171850330X)
Référence Renaud-Bray : 18984700
No de produit : 4001486

Android Malware Detection with Machine Learning , COLLECTIF
© NO STARCH PRESS 2023
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