SAMLDroid: A Static Taint Analysis and Machine Learning Combined High-Accuracy Method for Identifying Android Apps with Location Privacy Leakage Risks

SAMLDroid: A Static Taint Analysis and Machine Learning Combined High-Accuracy Method for Identifying Android Apps with Location Privacy Leakage Risks

Insecure applications (apps) are increasingly used to steal users’ location information for illegal purposes, which has aroused great concern in recent years. Although the existing methods, i.e., static and dynamic taint analysis, have shown great merit for identifying such apps, which mainly rely o...

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Bibliographic Details
Main Authors: Guangwu Hu, Bin Zhang, Xi Xiao, Weizhe Zhang, Long Liao, Ying Zhou, Xia Yan
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Entropy
Subjects:
android
machine learning
static taint analysis
dynamic taint analysis
location privacy protection
Online Access:https://www.mdpi.com/1099-4300/23/11/1489

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https://www.mdpi.com/1099-4300/23/11/1489

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