Annamalai Narayanan

发表

Machine learning techniques for program representation and comprehension with applications to mobile security

Annamalai Narayanan, 2017 .

subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs pdf

Yang Liu, Annamalai Narayanan, Lihui Chen, 2016, ArXiv.

Context-Aware, Adaptive, and Scalable Android Malware Detection Through Online Learning

Yang Liu, Annamalai Narayanan, Lihui Chen, 2017, IEEE Transactions on Emerging Topics in Computational Intelligence.

AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis pdf

Yang Liu, Ting Su, Annamalai Narayanan, 2017, ArXiv.

A multi-view context-aware approach to Android malware detection and malicious code localization

Yang Liu, Annamalai Narayanan, Lihui Chen, 2017, Empirical Software Engineering.

AdDetect: Automated detection of Android ad libraries using semantic analysis

Annamalai Narayanan, Lihui Chen, Chee Keong Chan, 2014, 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP).

Mystique: Evolving Android Malware for Auditing Anti-Malware Tools

Yang Liu, Jie Zhang, Annamalai Narayanan, 2016, AsiaCCS.

LibSift: Automated Detection of Third-Party Libraries in Android Applications

Annamalai Narayanan, Lipo Wang, Hee Beng Kuan Tan, 2016, 2016 23rd Asia-Pacific Software Engineering Conference (APSEC).

Employee profiling via aspect-based sentiment and network for insider threats detection

Annamalai Narayanan, Lihui Chen, Sicheng Yu, 2019, Expert Syst. Appl..

graph2vec: Learning Distributed Representations of Graphs pdf

Yang Liu, Rajasekar Venkatesan, Annamalai Narayanan, 2017, ArXiv.

Adaptive and scalable Android malware detection through online learning

Yang Liu, Jinliang Liu, Annamalai Narayanan, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Contextual Weisfeiler-Lehman graph kernel for malware detection

Yang Liu, Jinliang Liu, Annamalai Narayanan, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Apk2vec: Semi-Supervised Multi-view Representation Learning for Profiling Android Applications

Yang Liu, Annamalai Narayanan, Lipo Wang, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

Semantic modelling of Android malware for effective malware comprehension, detection, and classification

Yang Liu, Jie Zhang, Annamalai Narayanan, 2016, ISSTA.