MFDroid: A Stacking Ensemble Learning Framework for Android Malware Detection

MFDroid: A Stacking Ensemble Learning Framework for Android Malware Detection

As Android is a popular a mobile operating system, Android malware is on the rise, which poses a great threat to user privacy and security. Considering the poor detection effects of the single feature selection algorithm and the low detection efficiency of traditional machine learning methods, we pr...

Full description

Bibliographic Details
Main Authors: Xusheng Wang, Linlin Zhang, Kai Zhao, Xuhui Ding, Mingming Yu
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Sensors
Subjects:
Android malware
ensemble learning
machine learning
static analysis
feature selection
Online Access:https://www.mdpi.com/1424-8220/22/7/2597

Internet

https://www.mdpi.com/1424-8220/22/7/2597

Similar Items