Behaviour-based malware detection on Android phones

• Main Author: Lim, Jing Qiang
• Other Authors: Liu Yang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies
• Online Access: https://hdl.handle.net/10356/144502
• Institution: Nanyang Technological University

With the proliferation of Android malware, the demand for an effective and efficient malware detection system is on the rise. The existing device-end learning based solutions tend to extract limited syntax features, such as permissions and API calls, to meet a certain time constraint of mobile devic...