Paper Info
Title
基于权限和API特征结合的Android恶意软件检测方法 (Detecting Malware by Combining API and Permission Features).
Abstract
With the use of Android OS,the number of Android applications is getting larger and larger.Therefore,how to detect malware is very important for protecting the mobile phone security.In this paper,we extracted API feature and permission feature by reverse-engineering the apk files respectively.Then,the two features are combined into a feature set.Finally,with different classification algorithms,the malwares can be detected.As a result,compared to single API or permission feature,higher detecting accuracy is gotten,which shows that the feature combination of permission and API is more efficient in detecting malicious Android applications.
Year
DOI
Venue
2018
10.11896/j.issn.1002-137X.2017.04.029
计算机科学
DocType
Volume
Issue
Journal
44
4
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Shudi Shao100.34
Huiqun Yu210621.74
Guisheng Fan39125.45