Explainable Machine Learning for Malware Detection on Android Applications

Explainable Machine Learning for Malware Detection on Android Applications

The presence of malicious software (malware), for example, in Android applications (apps), has harmful or irreparable consequences to the user and/or the device. Despite the protections app stores provide to avoid malware, it keeps growing in sophistication and diffusion. In this paper, we explore t...

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Bibliographic Details
Main Authors: Catarina Palma, Artur Ferreira, Mário Figueiredo
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Information
Subjects:
android applications
datasets
explainability
feature selection
machine learning
malware detection
Online Access:https://www.mdpi.com/2078-2489/15/1/25

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https://www.mdpi.com/2078-2489/15/1/25

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