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System log summarization via semi-Markov models of inter-arrival times

Published:12 October 2011Publication History
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References

  1. C. Abad, J. Taylor, C. Sengul, W. Yurcik, Y. Zhou, and K. Rowe. Log correlation for intrusion detection: a proof of concept. In Computer Security Applications Conference, 2003. Proceedings. 19th Annual, pages 255-264, dec. 2003. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. A. Frei and M. Rennhard. Histogram matrix: Log file visualization for anomaly detection. 2008 Third International Conference on Availability Reliability and Security, pages 610-617, 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. L. Girardin and D. Brodbeck. A visual approach for monitoring logs. In Proceedings of the 12th USENIX conference on System administration, pages 299-308, Berkeley, CA, USA, 1998. USENIX Association. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. D. Gunter, B. L. Tierney, A. Brown, M. Swany, J. Bresnahan, and J. M. Schopf. Log summarization and anomaly detection for troubleshooting distributed systems. In Proceedings of the 8th IEEE/ACM International Conference on Grid Computing, GRID '07, pages 226-234, Washington, DC, USA, 2007. IEEE Computer Society. Google ScholarGoogle ScholarDigital LibraryDigital Library

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  • Published in

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    CSIIRW '11: Proceedings of the Seventh Annual Workshop on Cyber Security and Information Intelligence Research
    October 2011
    18 pages
    ISBN:9781450309455
    DOI:10.1145/2179298

    Copyright © 2011 ACM

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    • Published: 12 October 2011

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