Android Malware Detection using Function Call Graph with Graph Convolutional Networks

• Published in: 2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC) pp. 279 - 287
• Main Authors: V, Vinayaka K, D, Jaidhar C
• Format: Conference Proceeding
• Language: English
• Published: IEEE 21.05.2021
• Subjects: Bridges; Computer architecture; Deep learning; Directed graphs; Malware; Operating systems; Privacy

As smartphone adoption is happening at a rapid rate, its threat landscape is also widening. Android is a popular smartphone Operating System (OS) which was subject to many malware attacks in recent years, compromising the privacy and security of its users. Although many works are developed to detect...