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Lingwei Chen
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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
1832016
Automatic detection of helmet uses for construction safety
AHM Rubaiyat, TT Toma, M Kalantari-Khandani, SA Rahman, L Chen, ...
2016 IEEE/WIC/ACM International Conference on Web Intelligence Workshops …, 2016
1032016
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 (2), 265-285, 2018
1012018
Adversarial machine learning in malware detection: Arms race between evasion attack and defense
L Chen, Y Ye, T Bourlai
2017 European intelligence and security informatics conference (EISIC), 99-106, 2017
882017
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
832017
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
502019
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
452017
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
382018
Intelligent malware detection based on file relation graphs
L Chen, T Li, M Abdulhayoglu, Y Ye
Proceedings of the 2015 IEEE 9th International Conference on Semantic …, 2015
302015
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
222018
Analyzing file-to-file relation network in malware detection
L Chen, W Hardy, Y Ye, T Li
International Conference on Web Information Systems Engineering, 415-430, 2015
222015
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
172019
Higher-order weighted graph convolutional networks
S Liu, L Chen, H Dong, Z Wang, D Wu, Z Huang
arXiv preprint arXiv:1911.04129, 2019
162019
SecMD: Make Machine Learning More Secure Against Adversarial Malware Attacks
L Chen, Y Ye
Australasian Joint Conference on Artificial Intelligence, 76-89, 2017
122017
An adversarial machine learning model against android malware evasion attacks
L Chen, S Hou, Y Ye, L Chen
Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint …, 2017
112017
Fine-grained compiler identification with sequence-oriented neural modeling
Z Tian, Y Huang, B Xie, Y Chen, L Chen, D Wu
IEEE Access 9, 49160-49175, 2021
72021
Turning attacks into protection: Social media privacy protection using adversarial attacks
X Li, L Chen, D Wu
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021
72021
Enhancing robustness of graph convolutional networks via dropping graph connections
L Chen, X Li, D Wu
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
62020
Plagiarism detection of multi-threaded programs via siamese neural networks
Z Tian, Q Wang, C Gao, L Chen, D Wu
IEEE Access 8, 160802-160814, 2020
62020
Adversarial Reprogramming of Pretrained Neural Networks for Fraud Detection
L Chen, Y Fan, Y Ye
Proceedings of the 30th ACM International Conference on Information …, 2021
42021
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