Static code analysis of permission-based features for android malware classification using apriori algorithm with particle swarm optimization

Several machine learning techniques based on supervised learning have been applied to classify malware. However, supervised learning technique has limitations for malware classification task. This paper presents a classification approach on android malware using candidate detectors generated from an...

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Bibliographic Details
Main Authors: Adebayo, Olawale Surajudeen, Abdul Aziz, Normaziah
Format: Article
Language:English
Published: MIR Labs 2015
Subjects:
Online Access:http://irep.iium.edu.my/48538/1/Static_Code_Analysis_-_Android_Malware.pdf
http://irep.iium.edu.my/48538/
http://www.mirlabs.net/jias/index.htm
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Institution: Universiti Islam Antarabangsa Malaysia
Language: English