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

• Main Authors: Adebayo, Olawale Surajudeen, Abdul Aziz, Normaziah
• Format: Article
• Language: English
• Published: MIR Labs 2015
• Subjects: QA75 Electronic computers. Computer science
• 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

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...