521 citations · 671 across the 7 of their papers we have counts for
3 papers · 1 filter
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…