521 citations · 694 across the 7 of their papers we have counts for
4 papers · 1 filter
AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis
Guozhu Meng, Yinxing Xue, Jing Kai Siow +3
Data driven research on Android has gained a great momentum these years. The abundance of data facilitates knowledge learning, however, also increases the difficulty of data prepro…
graph2vec: Learning Distributed Representations of Graphs
Annamalai Narayanan, Mahinthan Chandramohan, Rajasekar Venkatesan +3
Recent works on representation learning for graph structured data predominantly focus on learning distributed representations of graph substructures such as nodes and subgraphs. Ho…
Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen +1
It is well-known that Android malware constantly evolves so as to evade detection. This causes the entire malware population to be non-stationary. Contrary to this fact, most of th…
A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen +1
Existing Android malware detection approaches use a variety of features such as security sensitive APIs, system calls, control-flow structures and information flows in conjunction…