Research Interests

I am interested in the Inter-domain routing protocols, routing security and visualization.

Projects

DETER / EMIST:  As a member of routing security team, I am responsible for building routing testbed, generating testbed topology and background traffic, launching artificial attacks and integrating visualization and anomaly detection engine.  

Elisha:  Elisha project aims to develop visualization techniques to detect and analyze BGP anomalies. My work is to collect and preprocess BGP data. A few snapshots can be found on Soon-Tee's homepage.

FNIISC:  FNIISC is the first BGP related project I enrolled in summer 2002.  I focused on statistical-based BGP anomaly detection.

Publications

• Ke Zhang, Soon-Tee, Shih-Ming Tseng, Rattapon Limprasittipom, Chen-Nee Chuah, Kwan-Liu Ma, S.Felix Wu, “Performing BGP Experiments on a Semi-Relistic Internet Testbed Environment”, Accepted by The 2nd International Workshop on Security in Distributed Computing Systems (SDCS-2005), conjunction with ICDCS 2005.[pdf]
• Soon-Tee Teoh, Ke Zhang, Shih-Ming Tseng, Kwan-Liu Ma, S.Felix Wu, “Combining Visual and Automated Data Mining for Near-Real-Time Anomaly Detection and Analysis in BGP”,  ACM VizSec/DMSEC 2004 workshop, conjunction with ACM CCS, October 2004.[pdf]
• Ke Zhang, Amy Yen, Xiaoliang Zhao, S.Felix Wu, Dan Massey, Lixia Zhang, “On Detection of Anomalous Routing Dynamics in BGP”, Networking 2004, Athens, Greece, May, 2004.[pdf]
• Ke Zhang, Xiaoliang Zhao, S.Felix Wu, “An Analysis on Selective Dropping Attack in BGP”, the proceedings of IEEE International Performance Computing and Communications Conference (IPCCC), Apr. 2004.[pdf]

Talks and Presentations

Contact information

Ke Zhang
Department of Computer Science
The University of California, Davis

Tel: 530-752-3128
Email: zhangk1 AT cs dot ucdavis dot edu