AdDetect: Automated detection of Android ad libraries using semantic analysis. - Annamalai Narayanan; Lihui Chen 001; Chee Keong Chan (ISSNIP, 2014)

LibSift: Automated Detection of Third-Party Libraries in Android Applications. - Charlie Soh; Hee Beng Kuan Tan; Yauhen Leanidavich Arnatovich; Annamalai Narayanan; Lipo Wang (APSEC, 2016)

Mystique: Evolving Android Malware for Auditing Anti-Malware Tools. - Guozhu Meng; Yinxing Xue; Mahinthan Chandramohan; Annamalai Narayanan; Yang Liu 003; Jie Zhang 002; Tieming Chen (AsiaCCS, 2016)

Adaptive and scalable Android malware detection through online learning. - Annamalai Narayanan; Yang Liu 003; Lihui Chen 001; Jinliang Liu (IJCNN, 2016)

Contextual Weisfeiler-Lehman graph kernel for malware detection. - Annamalai Narayanan; Guozhu Meng; Yang Liu 003; Jinliang Liu; Lihui Chen 001 (IJCNN, 2016)

Semantic modelling of Android malware for effective malware comprehension, detection, and classification. - Guozhu Meng; Yinxing Xue; Zhengzi Xu; Yang Liu 003; Jie Zhang 002; Annamalai Narayanan (ISSTA, 2016)

subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs. - Annamalai Narayanan; Mahinthan Chandramohan; Lihui Chen 001; Yang Liu 003; Santhoshkumar Saminathan (CoRR, 2016)

Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version). - Annamalai Narayanan; Mahinthan Chandramohan; Lihui Chen 001; Yang Liu 003 (CoRR, 2017)

graph2vec: Learning Distributed Representations of Graphs. - Annamalai Narayanan; Mahinthan Chandramohan; Rajasekar Venkatesan; Lihui Chen 001; Yang Liu 003; Shantanu Jaiswal (CoRR, 2017)

AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis. - Guozhu Meng; Yinxing Xue; Jing Kai Siow; Ting Su 001; Annamalai Narayanan; Yang Liu 003 (CoRR, 2017)

Context-Aware, Adaptive, and Scalable Android Malware Detection Through Online Learning. - Annamalai Narayanan; Mahinthan Chandramohan; Lihui Chen 001; Yang Liu 003 (IEEE Trans. Emerg. Top. Comput. Intell., 2017)

Apk2vec: Semi-Supervised Multi-view Representation Learning for Profiling Android Applications. - Annamalai Narayanan; Charlie Soh; Lihui Chen 001; Yang Liu 003; Lipo Wang (ICDM, 2018)

A multi-view context-aware approach to Android malware detection and malicious code localization. - Annamalai Narayanan; Mahinthan Chandramohan; Lihui Chen 001; Yang Liu 003 (Empir. Softw. Eng., 2018)

Employee profiling via aspect-based sentiment and network for insider threats detection. - Charlie Soh; Sicheng Yu; Annamalai Narayanan; Santhiya Duraisamy; Lihui Chen 001 (Expert Syst. Appl., 2019)