Annamalai Narayanan

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 17

Top Topics

Android Application

Malware Detection

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Charlie Soh, Sicheng Yu, Annamalai Narayanan, Santhiya Duraisamy, Lihui Chen
Employee profiling via aspect-based sentiment and network for insider threats detection. Expert Syst. Appl. 135 (2019)
Annamalai Narayanan, Charlie Soh, Lihui Chen, Yang Liu, Lipo Wang
apk2vec: Semi-supervised multi-view representation learning for profiling Android applications. CoRR (2018)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu
A multi-view context-aware approach to Android malware detection and malicious code localization. Empir. Softw. Eng. 23 (3) (2018)
Annamalai Narayanan, Charlie Soh, Lihui Chen, Yang Liu, Lipo Wang
Apk2vec: Semi-Supervised Multi-view Representation Learning for Profiling Android Applications. ICDM (2018)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu
Context-Aware, Adaptive, and Scalable Android Malware Detection Through Online Learning. IEEE Trans. Emerg. Top. Comput. Intell. 1 (3) (2017)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu
A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization. CoRR (2017)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu
Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version). CoRR (2017)
Annamalai Narayanan, Mahinthan Chandramohan, Rajasekar Venkatesan, Lihui Chen, Yang Liu, Shantanu Jaiswal
graph2vec: Learning Distributed Representations of Graphs. CoRR (2017)
Guozhu Meng, Yinxing Xue, Jing Kai Siow, Ting Su, Annamalai Narayanan, Yang Liu
AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis. CoRR (2017)
Annamalai Narayanan, Guozhu Meng, Yang Liu, Jinliang Liu, Lihui Chen
Contextual Weisfeiler-Lehman Graph Kernel For Malware Detection. CoRR (2016)
Charlie Soh, Hee Beng Kuan Tan, Yauhen Leanidavich Arnatovich, Annamalai Narayanan, Lipo Wang
LibSift: Automated Detection of Third-Party Libraries in Android Applications. APSEC (2016)
Annamalai Narayanan, Yang Liu, Lihui Chen, Jinliang Liu
Adaptive and Scalable Android Malware Detection through Online Learning. CoRR (2016)
Guozhu Meng, Yinxing Xue, Zhengzi Xu, Yang Liu, Jie Zhang, Annamalai Narayanan
Semantic modelling of Android malware for effective malware comprehension, detection, and classification. ISSTA (2016)
Annamalai Narayanan, Yang Liu, Lihui Chen, Jinliang Liu
Adaptive and scalable Android malware detection through online learning. IJCNN (2016)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu, Santhoshkumar Saminathan
subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs. CoRR (2016)
Annamalai Narayanan, Guozhu Meng, Yang Liu, Jinliang Liu, Lihui Chen
Contextual Weisfeiler-Lehman graph kernel for malware detection. IJCNN (2016)
Guozhu Meng, Yinxing Xue, Mahinthan Chandramohan, Annamalai Narayanan, Yang Liu, Jie Zhang, Tieming Chen
Mystique: Evolving Android Malware for Auditing Anti-Malware Tools. AsiaCCS (2016)
Annamalai Narayanan, Lihui Chen, Chee Keong Chan
AdDetect: Automated detection of Android ad libraries using semantic analysis. ISSNIP (2014)