Minerals: Using data mining to detect router misconfigurations

Proceedings of the 2006 SIGCOMM Workshop on Mining Network Data, MineNet'06

Volumn 2006, Issue , 2006, Pages 293-298

  Le, Franck ^a   Lee, Sihyung ^a   Wong, Tina ^a   Kim, Hyong S ^a   Newcomb, Darrell ^b  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b NATL CENTER FOR SCIENTIFIC RESEARCH   (Cuba)

Author keywords

Association rules mining; Network misconfiguration; Routers; Static analysis

Indexed keywords

ASSOCIATION RULES MINING; NETWORK MISCONFIGURATION; ROUTER MISCONFIGURATIONS;

DATA MINING; INTERCONNECTION NETWORKS; INTERNET; LOGIC PROGRAMMING; NETWORK SECURITY; STATIC ANALYSIS;

ROUTERS;

EID: 34248368977     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1162678.1162681     Document Type: Conference Paper

References (13)

1. R. Agrawal, T. Imielinski, and A. Swami. Mining association rules between sets of items in large databases. In Proceedings of the ACM SIGMOD International Conference on Management of Data, 1993.
2. B. J. P. Alin C. Popescu and T. Underwood. Anatomy of a Leak: AS9121 (or, "How We Learned To Start Worrying and Hate Maximum Prefix Limits"). In NANOG 34, 2005.
3. D. Caldwell, A. Gilbert, J. Gottlieb, A. Greenberg, G. Hjalmtysson, and J. Rexford. The Cutting EDGE of IP Router Configuration. In Proceedings of HotNets-II, 2003.
4. K. El-Arini and K. Killourhy. Bayesian Detection of Router Configuration Anomalies. In Sigcomm Workshop on Mining Network Data, 2005.
5. N. Feamster and H. Balakrishnan. Detecting BGP Configuration Faults with Static Analysis. In Proceedings of NSDI, 2005.
6. A. Feldmann and J. Rexford. IP Network Configuration for Intradomain Traffic Engineering. IEEE Network Magazine, 2001.
7. E. F. Ian H. Witten. Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann, 2005.
8. R. Mahajan, D. Wetherall, and T. Anderson. Understanding BGP Misconfiguration. In Proceedings of Sigcomm, 2002.
9. D. Maltz, G. Xie, J. Zhan, H. Zhang, G. Hjalmtysson, and A. Greenberg. Routing Design in Operational Networks: A Look from the Inside. In Proceedings of Sigcomm, 2004.
10. Router Security Configuration Guide. System and Network Attack Center, National Security Agency, 2003. Available at http://www.nsa.gov/snac/routers/ cisco_scg-1.1b.pdf.
11. The Router Audit Tool (RAT). http://www.cisecurity.org/bench.cisco.html.
12. A. Wool. A Quantitative Study of Firewall Configuration Errors. IEEE Computer, 2004.
13. G. G. Xie, J. Zhan, D. A. Maltz, H. Zhang, A. Greenberg, G. Hjalmtysson, and J. Rexford. On Static Reachability Analysis of IP Networks. In Proceedings of Infocom, 2005.