A multi-view context-aware approach to Android malware detection and malicious code localization

• Main Authors: Narayanan, Annamalai, Chandramohan, Mahinthan, Chen, Lihui, Liu, Yang
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Android Malware Detection; Graph Kernels
• Online Access: https://hdl.handle.net/10356/144570
• Institution: Nanyang Technological University

Many existing Machine Learning (ML) based Android malware detection approaches use a variety of features such as security-sensitive APIs, system calls, control-flow structures and information flows in conjunction with ML classifiers to achieve accurate detection. Each of these feature sets provides...