Hindroid: An intelligent android malware detection system based on structured heterogeneous information network S Hou, Y Ye, Y Song, M Abdulhayoglu
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
282 2017 DL4MD: A deep learning framework for intelligent malware detection W Hardy, L Chen, S Hou, Y Ye, X Li
Proceedings of the International Conference on Data Science (ICDATA), 61, 2016
245 2016 Deep4maldroid: A deep learning framework for android malware detection based on linux kernel system call graphs S Hou, A Saas, L Chen, Y Ye
2016 IEEE/WIC/ACM International Conference on Web Intelligence Workshops …, 2016
243 2016 DeepAM: a heterogeneous deep learning framework for intelligent malware detection Y Ye, L Chen, S Hou, W Hardy, X Li
Knowledge and Information Systems 54, 265-285, 2018
136 2018 Gotcha-sly malware! scorpion a metagraph2vec based malware detection system Y Fan, S Hou, Y Zhang, Y Ye, M Abdulhayoglu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
113 2018 Securedroid: Enhancing security of machine learning-based detection against adversarial android malware attacks L Chen, S Hou, Y Ye
Proceedings of the 33rd Annual Computer Security Applications Conference …, 2017
109 2017 Droiddelver: An android malware detection system using deep belief network based on api call blocks S Hou, A Saas, Y Ye, L Chen
Web-Age Information Management: WAIM 2016 International Workshops, MWDA …, 2016
106 2016 Out-of-sample node representation learning for heterogeneous graph in real-time android malware detection Y Ye, S Hou, L Chen, J Lei, W Wan, J Wang, Q Xiong, F Shao
28th International joint conference on artificial intelligence (IJCAI), 2019
72 2019 -Satellite: An AI-driven System and Benchmark Datasets for Hierarchical Community-level Risk Assessment to Help Combat COVID-19Y Ye, S Hou, Y Fan, Y Qian, Y Zhang, S Sun, Q Peng, K Laparo
arXiv preprint arXiv:2003.12232, 2020
67 2020 Deep neural networks for automatic android malware detection S Hou, A Saas, L Chen, Y Ye, T Bourlai
Proceedings of the 2017 IEEE/ACM International Conference on Advances in …, 2017
59 2017 Your style your identity: Leveraging writing and photography styles for drug trafficker identification in darknet markets over attributed heterogeneous information network Y Zhang, Y Fan, W Song, S Hou, Y Ye, X Li, L Zhao, C Shi, J Wang, ...
The World Wide Web Conference, 3448-3454, 2019
56 2019 αCyber : Enhancing Robustness of Android Malware Detection System against Adversarial Attacks on Heterogeneous Graph based ModelS Hou, Y Fan, Y Zhang, Y Ye, J Lei, W Wan, J Wang, Q Xiong, F Shao
Proceedings of the 28th ACM international conference on information and …, 2019
49 2019 Droideye: Fortifying security of learning-based classifier against adversarial android malware attacks L Chen, S Hou, Y Ye, S Xu
2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018
44 2018 Heterogeneous temporal graph transformer: An intelligent system for evolving android malware detection Y Fan, M Ju, S Hou, Y Ye, W Wan, K Wang, Y Mei, Q Xiong
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
30 2021 -Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United StatesY Ye, S Hou, Y Fan, Y Zhang, Y Qian, S Sun, Q Peng, M Ju, W Song, ...
IEEE Journal of Biomedical and Health Informatics 24 (10), 2755-2764, 2020
28 2020 Icsd: An automatic system for insecure code snippet detection in stack overflow over heterogeneous information network Y Ye, S Hou, L Chen, X Li, L Zhao, S Xu, J Wang, Q Xiong
Proceedings of the 34th Annual Computer Security Applications Conference …, 2018
28 2018 idev: Enhancing social coding security by cross-platform user identification between github and stack overflow Y Fan, Y Zhang, S Hou, L Chen, Y Ye, C Shi, L Zhao, S Xu
28th International Joint Conference on Artificial Intelligence (IJCAI), 2019, 2019
26 2019 Make evasion harder: an intelligent Android malware detection system. S Hou, Y Ye, Y Song, M Abdulhayoglu
IJCAI, 5279-5283, 2018
23 2018 Cluster-oriented ensemble classifiers for intelligent malware detection S Hou, L Chen, E Tas, I Demihovskiy, Y Ye
Proceedings of the 2015 IEEE 9th International Conference on Semantic …, 2015
21 2015 Adaptive kernel graph neural network M Ju, S Hou, Y Fan, J Zhao, Y Ye, L Zhao
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 7051-7058, 2022
19 2022