Publication

Refereed Journal Article:

  1. Leiwen Deng, Yan Gao, Yan Chen, and Alexsander Kuzmanovic," Pollution Attacks and Defenses for Internet Caching Systems", to appear in Journal of Computer Networks.
  2. Robert Schweller, Zhichun Li, Yan Chen, Yan Gao, Ashish Gupta, Elliot Pearson, Ying Zhang, Peter A. Dinda, Ming-Yang Kao, and Gokhan Memik,"Reversible Sketches: Enabling Monitoring and Analysis over High-speed Data Streams", to appear in ACM/IEEE Transaction on Networking.
  3. Ren Pin, Yan Gao, Zhichun Li, Yan Chen, and Benjamin Watson, "IDGraphs: Intrusion Detection and Analysis Using Stream Compositing", IEEE Computer Graphics & Applications, special issue on Visualization for Cyber Security, pp.28-39, 2006.
  4. Yan Gao, Xiaohong Guan and Guoji Sun, "Host Intrusion Detection System based on Real-Time Keystroke", Chinese Journal of Computers, Volume 27, No.3, pp.396-401, March, 2004. (in Chinese)
  5. Li Feng, Xiaohong Guan, Sangang Guo, Yan Gao and Peini Liu, "Predicting the intrusion intentions by observing system call sequences", Computers and Security, Elsevier Science, Volume 23, Issue 3, pp.241-252, May, 2004.
  6. Li Feng, Xiaohong Guan, Sangang Guo, Yan Gao and Peini Liu, "Plan Recognition Based Method for Prodicting Intrusion Intention of System Call Sequences", Chinese Journal of Computers, Volume 27, No.8, pp.1083-1091, August, 2004. (in Chinese)
  7. Yan Gao, Gang Hua and Guoji Sun, "An New Hybrid Method of Fast Vector Quantization", Microelectronics & Computer, Vol.20, No.2, pp.56-59, Feb., 2003. (in Chinese)

Refereed Conference Paper:

  1. Yan Gao, Alok Choudhary and Gang Hua, "A Nonnegative Sparsity Induced Similarity Measure with Application to Cluster Analysis of Spam Images", Proc. of the 35th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP Oral paper), 2010.
  2. Yan Gao and Alok Choudhary, "Active Learning Image Spam Hunter", Proc. of the 5th International Symposium on visual Computing (ISVC Oral paper), 2009.
  3. Yan Gao, Ming Yang and Alok Choudhary, "Semi supervised image spam hunter: a regularized discriminant EM approach", Proc. of International Conference on Advanced Data Mining And Applications (ADMA Oral paper), 2009.
  4. Yan Gao, Ming Yang, Xiaonan Zhao, Bryan Pardo, Ying Wu, Thrasyvoulos Pappas, and Alok Choudhary, "Image Spam Hunter", Proc. of the 33th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2008.
  5. Yan Gao, Yao Zhao, Robert Schweller, Shobha Venkataraman, Yan Chen, Dawn Song, and Ming-Yang Kao, "Detecting Stealthy Spreaders Using Online Outdegree Histograms", Proc. of the 15th IEEE International Workshop on Quality of Service (IWQoS), 2007.
  6. Yan Gao, Leiwen Deng, Aleksandar Kuzmanovic and Yan Chen, "Pollution Resilience for Internet Proxy Caches", Proc. of IEEE ICNP, Nov, 2006.
  7. Yan Gao, Zhichun Li, and Yan Chen, "A DoS Resilient Flow-level Intrusion Detection Approach for High-speed Networks", Proc. of IEEE International Conference on Distributed Computing Systems (ICDCS), July, 2006.
  8. Robert Schweller, Zhichun Li, Yan Chen, Yan Gao, Ashish Gupta, Ying Zhang, Peter Dinda, Ming-Yang Kao, and Gokhan Memik, "Reverse Hashing for High-speed Network Monitoring: Algorithms, Evaluation, and Applications", IEEE INFOCOM, April, 2006.
  9. Pin Ren, Yan Gao, Zhichun Li, Yan Chen and Benjamin Watson, "IDGraphs: Intrusion Detection and Analysis Using Histographs", Proc. of the IEEE Workshop on Visualization for Computer Security (VizSEC), in conjunction with Visualization 2005 and InfoVis 2005 conferences, Octobor, 2005.
  10. Zhichun Li, Yan Gao, and Yan Chen, "Towards a High-speed Router-based Anomaly/Intrusion Detection System", poster in ACM SIGCOMM, August, 2005.

Dissertation and Thesis:

  1. Yan Gao, "Machine Learning for Image Spam Detection: From Server to Client Solution",Ph.D. Degree Thesis, Northwestern University, Press 2010.

  2. Yan Gao, "Online Scalable Intrusion Detection Systems for High-speed Networks", Master Degree Thesis, Northwestern University, Press 2007.

  3. Yan Gao, "Design and Study of Host-based Anomaly Detection System", Master Degree Thesis, XJTU, Press 2003. (in Chinese)

  4. Yan Gao, "Development and Realization of Virtual Host Management System based on Web", Bachelor Degree Thesis, XJTU, Press 2000. (in Chinese)

Constructed 09/27/2005, Revised 03/10/2010 , Copyright©2010, Yan Gao