General

Kang Cuicui 

Female 

Associate Professor 

Master's Supervisor 

Institute of Information Engineering, Chinese Academy of Sciences

Email: kangcuicui@iie.ac.cn

Address: No. 89, Minzhuang Road, Haidian District, Beijing, 100093


Research Areas

Pattern Recognition, Machine Learning, Data Mining

Education

2010.09–2015.07 Institute of Automation, Chinese Academy of Sciences (CASIA)  Ph.D. 

2006.09–2010.07  College of Computer and Information technology, Beijing Jiaotong University  B.A.H.


Publications

1) Ziqing Zhang, Cuicui Kang, Zhen Li, Gang Xiong, "Deep Forest with LRRS Feature For Fine-grained Website Fingerprinting with Encrypted SSL/TLS", The 28th ACM International Conference on Information and Knowledge Management (CIKM), Beijing, China, November 3rd-7th, 2019.

2) Kaiqi Liang, G.P. Gou, Cuicui Kang, Zh. Li, X. Gang, "A Multi-view Deep Learning Model For Encrypted Website Service Classification", The 2019 IEEE Global Communications Conference GLOBECOM, Dec. 9th-13th, in Waikoloa, Hawaii, USA, 2019.

3) Jibao Wang, Z.G. Cao, Cuicui Kang, X. Gang, "User Behavior Classification in Encrypted Cloud Camera Traffic", The 2019 IEEE Global Communications Conference GLOBECOM, Dec. 9th-13th, in Waikoloa, Hawaii, USA, 2019.

4) Xinlei Fan, G.P. Gou, Cuicui Kang, J.Zh. Shi, X. Gang, "Identify OS from encrypted traffic with TCP/IP stack fingerprinting", The 38th IEEE International Performance Computing and Communications Conference (IPCCC), London, England, UK, October 29th-31st, 2019. 

5)Wenxuan He, G.P. Gou, Cuicui Kang, Ch. liu, Zh. Li, X. Gang, "Malicious Domain Detection via Domain Relationship and Graph Models ", The 38th IEEE International Performance Computing and Communications Conference (IPCCC), London, England, UK, October 29th-31st, 2019.

6) Yu Guo, J.Zh. Shi, Z.G. Cao, Cuicui Kang, G. Xiong, Zh. Li, "Machine Learning Based CloudBot Detection Using Multi-layer Traffic Statistics", The 21th IEEE International Conference on High Performance Computing and Communications (HPCC), 2019.

7) Zhenzhen Li, J.P. Hou, H. Wang, C.C. Cheng, Cuicui Kang, P.P. Fu, "Ethereum Behavior Analysis with NetFlow Data", The 20th Asia-Pacific Network Operations and Management Symposium (APNOMS), Matsue, Japan, Sep. 18th-20th, 2019.

8) Ying Yang, Cuicui Kang , G.P. Gou, Zh. Li, X. Gang, "TLS/SSL Encrypted Traffic Classification with Autoencoder and Convolutional Neural Network", The 20th IEEE International Conference on High Performance Computing and Communications (HPCC), 362-369, Exeter, England, Jun.28-Jun.30, 2018.

9) Chengshang Hou, Cuicui Kang, J.Z. Shi, Z.G. Cao, X. Gang, "Classifying User Activities in the Encrypted WeChat Traffic", The 37th IEEE International Performance Computing and Communications Conference (IPCCC), 1-8, Orlando, FL, USA, November 17th-19th, 2018.

10) Xudong Zeng, Cuicui Kang, J.Z. Shi, Zh. Li, G. Xiong," Old Habits Die Hard: Fingerprinting Websites on the Cloud". The International Conference on Computational Science (ICCS 3), Springer 2018, ISBN 978-3-319-93712-0, 3:499-511, 2018.

11) Peipei Fu, Zhen Li, Gang Xiong, Zigang Cao, Cuicui Kang, " SSL/TLS Security Exploration Through X.509 Certificate’s Life Cycle Measurement". The IEEE Symposium on Computers and Communications (ISCC), 652-655, Natal, Brazil, June 25th-28th, 2018.

12) Cuicui Kang, Shengcai Liao, Zhen Li, Zigang Cao, Gang Xiong, "Learning Deep Semantic Embeddings for Cross-Modal Retrieval", The 9th Asian Conference on Machine Learning (ACML), 471-486, 2017.

13) Ziqing Zhang, Cuicui Kang , Peipei Fu, Zigang Cao, Zhen Li, Gang Xiong, "Metric learning with statistical features for network traffic classification". The 37th IEEE International Performance Computing and Communications Conference (IPCCC), 1-7, 2017.

14) BOOK: WJ Niu, J Liu, C Shi, Cuicui Kang, E Tong, F Chu, Y Tan, Y Guan, "Behavior Portrait For Internet Users", Publishing House of Electronic Industry, Beijing, China, 2016.3.

15) Yonghao He, S. Xiang, Cuicui Kang, Jian Wang, Chunhong Pan, "Cross-Modal Retrieval via Deep and Bidirectional Representation Learning". IEEE Transactions on Multimedia (TMM), 18(7):1363-1377, 2016.

16) Cuicui Kang, Shengcai Liao, Yonghao He, Shiming Xiang, and Chunhong Pan, "Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation", The 24th ACM International Conference on Information and Knowledge Management (CIKM), 1251-1260, 2015.

17) Cuicui Kang, Shiming Xiang, Shengcai Liao, Changsheng Xu, and Chunhong Pan, "Learning Consistent Features of Cross-Modal Matching for Multimedia Retrieval", IEEE Transactions on Multimedia (TMM), 17(3):370-381, 2015.

18) Yonghao He, Cuicui Kang, Jian Wang, Shiming Xiang, Chunhong Pan, "Image tag-ranking via pairwise supervision based semi-supervised model". Neurocomputing 167: 614-624, 2015.

19) Yonghao He, Jian Wang, Cuicui Kang, Shiming Xiang and Chunhong Pan, "Large Scale Image Annotation via Deep Representation Learning and Tag Embedding Learning", The ACM International Conference on Multimedia Retrieval (ICMR), 523-526, 2015.

20) Jian Wang, Yonghao He, Cuicui Kang, Shiming Xiang and Chunhong Pan, "Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning", The ACM International Conference on Multimedia Retrieval (ICMR), 347-354, 2015.

21) Cuicui Kang, Shengcai Liao, Shiming Xiang, and Chunhong Pan, "Kernel Sparse Representation With Pixel-level and Region-level Image Feature Kernels For Face Recognition", Neurocomputing, 133:141-152, 2014.

22) Jian Wang, Cuicui Kang, Yonghao He, Shiming Xiang, and Chunhong Pan, "Cross Modal Deep Model and Gaussian Process Based Model for MSR-Bing Challenge", The 22nd ACM international Conference on Multimedia (ACM’MM), 225-228, Orlando, USA, November 3-7, 2014.


Research Interests

Similarity Learning,  Deep Learning, Multimedia, Cross-Media Retrieval,  etc.