MobiDroid: A performance-sensitive malware detection system on mobile platform

• Main Authors: FENG, Ruitao, CHEN, Sen, XIE, Xiaofei, MA, Lei, MENG, Guozhu, LIU, Yang, LIN, Shang-Wei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Android malware; Malware detection; Deep neural network; Mobile platform; OS and Networks; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7073; https://ink.library.smu.edu.sg/context/sis_research/article/8076/viewcontent/464600a061.pdf
• Institution: Singapore Management University

Currently, Android malware detection is mostly performed on the server side against the increasing number of Android malware. Powerful computing resource gives more exhaustive protection for Android markets than maintaining detection by a single user in many cases. However, apart from the Android ap...