Enhancing visual analysis of network traffic using a knowledge representation

IEEE Symposium on Visual Analytics Science and Technology 2006, VAST 2006 - Proceedings

Volumn , Issue , 2006, Pages 107-114

  Xiao, Ling ^a   Gerth, John ^a   Hanrahan, Pat ^a  

^a STANFORD UNIVERSITY   (United States)

Author keywords

Network traffic visualization; Visual analysis

Indexed keywords

NETWORK PATTERNS; NETWORK TRAFFIC VISUALIZATION; SENSE-MAKING LOOPS; VISUAL ANALYSIS;

KNOWLEDGE REPRESENTATION; MATHEMATICAL MODELS; PATTERN RECOGNITION; VISUAL SERVOING; VISUALIZATION;

TELECOMMUNICATION TRAFFIC;

EID: 39049162063     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VAST.2006.261436     Document Type: Conference Paper

References (23)

1. M. Ankerst, M. Ester, H.-P. Kriegel, "Toward an Effective Cooperation of the User and the Computer for Classification" in Proc. 6th Int. I Conf. Knowledge Discovery and Data Mining (KDD 00), ACM Press, 2000, pp. 179-188.
2. Arcsight. http://www.arcsight.com/whitepapers.htm, 2005
3. Argus, http://www.qosient.com/argus/packets.htm, 2001
4. R. Ball, G. Fink, and C. North. "Home-centric visualization of network traffic for security administration," In Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security, 2004
5. R.A. Becker, S.G. Eick, and A.R. Wilks. "Visualizing Network Data" In IEEE Transactions on Visualization and Computer Graphics, 1995
6. S.K. Card, J.D. Mackinlay, and B. Shneiderman. 1999 Readings in Information Visualization: Using Vision to Think, San Francisco : Morgan Kaufmann Publishers, 1999
7. H.B. Enderton. A Mathematical Introduction to Logic, New York: Academic Press, 2001
8. R. Erbacher. "Visual traffic monitoring and evaluation," In Proceedings of the Conference on Internet Performance and Control of Network Systems II, 2001
9. M.R. Genesereth, N.J. Nilsson. Logic foundations of artificial intelligence. San Francisco: Morgan Kaufmann Publishers, 1987
10. J.R. Goodall, W. Lutters, P. Rheingans, and A. Komlodi. "Preserving the Big Picture: Visual Network Traffic Analysis with TNV", in IEEE Workshop on Visualization for Computer Security, 2005
11. T. Karagiannis, K Papagiannaki, M.Faloutsos, "BLINC: Multilevel Traffic Classification in the Dark", In ACM SIGCOMM 2005, 2005.
12. M. Lad, D. Massey, and L. Zhang. "Visualizing Internet Routing Dynamics using Link-Rank", UCLA Technical Report TR050010, March 2005
13. K. Lakkaraju, R. Bearavolu, A. Slagell, W. Yurcik, and S. North. "Closing-the-Loop in NvisionIP: Integrating Discovery and Search in Security Visualizations," In IEEE Workshop on Visualization for Computer Security, 2005
14. D. Luckham. The Power of Events,San Francisco, Addison-Wesley, 2002
15. M. Mansouri-Samani, M. Sloman. "GEM: A Generalized Event Monitoring Language for Distributed Systems". IEE/IOP/BCS Distributed Systems Engineering Journal, 4(2):96-108, 1997
16. S. McCanne, V. Jacobson "The BSD Packet Filter: A New Architecture for User-level Packet Capture," In Winter USENIX conference, 1993.
17. T. Munzner, E. Hoffman, K. Claffy, and B. Fenner. "Visualizing the global topoloby of the Mbone," In IEEE Symposium on Information Visualization, 1996
18. Q1Labs. http://www.qllabs.com/resources/white_papers.html, 2005
19. M. Richardson, and P. Domingos. "Markov Logic Networks," Technical Report, Department of Computer Science and Engineering, University of Washington, Seattle, WA. http://www.cs.washington.edu/homes/ pedrod/mln.pdf, 2004
20. B. Shneiderman. "Dynamic queries for visual information seeking", IEEE Software 11,6 (1994), 70-77
21. S.T. Teoh, K.L. Ma, S.F. Wu, D.T. Jankun-Kelly. "Detecting Flaws and Intruders with Visual Data Analysis". In IEEE Computer Graphics and Applications, Volume 24, Issue 5, 2004.
22. W. Yurcik, K. Lakkaraju, James Barlow, and Jeff Rosendale. "A prototype tool for visual data mining of network traffic for intrusion detection". In 3rd IEEE International Conference on Data Mining (ICDM) Workshop on Data Mining for Computer Security (DMSEC), 2003
23. D. Zhu, A.S. Sethi. "SEL, A New Event Pattern Specification Language for Event Correlation". In 10th International Conference on Computer Communications and Networks, 2001