Android Malware classification using static code analysis and Apriori algorithm improved with particle swarm optimization

• Main Authors: Adebayo, Olawale Surajudeen, Abdul Aziz, Normaziah
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE 2014
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://irep.iium.edu.my/48604/1/Android_Malware_Classification_-_Static_Code_anaysis.pdf; http://irep.iium.edu.my/48604/; http://www.mirlabs.net/wict14/proceedings/html/paper78.xml
• Institution: Universiti Islam Antarabangsa Malaysia

Several machine learning techniques based on supervised learning have been adopted in the classification of malware. However, only supervised learning techniques have proofed insufficient for malware classification task. This paper presents a classification of android malware using candidate detecto...