Apk2vec : semi-supervised multi-view representation learning for profiling Android applications

• Main Authors: Narayanan, Annamalai, Soh, Charlie, Chen, Lihui, Liu, Yang, Wang, Lipo
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Representation Learning; Deep Learning
• Online Access: https://hdl.handle.net/10356/142658
• Institution: Nanyang Technological University

Building behavior profiles of Android applications (apps) with holistic, rich and multi-view information (e.g., incorporating several semantic views of an app such as API sequences, system calls, etc.) would help catering downstream analytics tasks such as app categorization, recommendation and malw...