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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Detalhes bibliográficos
Principais autores: Catarina Palma, Artur Ferreira, Mário Figueiredo
Formato: Artigo
Idioma:English
Publicado em: MDPI AG 2024-01-01
coleção:Information
Assuntos:
android applications
datasets
explainability
feature selection
machine learning
malware detection
Acesso em linha: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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