AiDroid: When Heterogeneous Information Network Marries Deep Neural Network for Real-time Android Malware Detection

no code implementations • 2 Nov 2018 • Yanfang Ye, Shifu Hou, Lingwei Chen, Jingwei Lei, Wenqiang Wan, Jiabin Wang, Qi Xiong, Fudong Shao

In this paper, we first extract the runtime Application Programming Interface (API) call sequences from Android apps, and then analyze higher-level semantic relations within the ecosystem to comprehensively characterize the apps.

Android Malware Detection Malware Detection +1