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Clustering Intrusion Detection Alarms to Support Root Cause Analysis (2002)  (Make Corrections)  (10 citations)
Klaus Julisch



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Abstract: This article presents a new approach for handling intrusion detection alarms more e#ciently. Central to this approach is the notion that each alarm occurs for a reason, which is referred to as the alarm's root causes. This article observes that a few dozens of rather persistent root causes generally account for over 90% of the alarms that an intrusion detection system triggers. Therefore, we argue that alarms should be handled by identifying and removing the most predominant and persistent root ... (Update)

Cited by:   More
The Work of Intrusion Detection: - Rethinking The Role (2004)   (Correct)
Preserving the Big Picture: Visual Network Traffic Analysis.. - John Goodall Wayne (2006)   (Correct)
Alert Correlation through Triggering Events and Common Resources - Dingbang Xu And   (Correct)

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BibTeX entry:   (Update)

Julisch, K. (2003) Clustering Intrusion Detection Alarms to Support Root Cause Analysis, ACM Transactions on Information and System Security, 6, 4, 443-471. http://citeseer.ist.psu.edu/julisch02clustering.html   More

@misc{ julisch03clustering,
  author = "K. Julisch",
  title = "Clustering Intrusion Detection Alarms to Support Root Cause Analysis",
  text = "Julisch, K. (2003) Clustering Intrusion Detection Alarms to Support Root
    Cause Analysis, ACM Transactions on Information and System Security, 6,
    4, 443-471.",
  year = "2003",
  url = "citeseer.ist.psu.edu/julisch02clustering.html" }
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Mining Alarm Clusters to Improve Alarm Handling Efficiency - Julisch (2001)   (Correct)

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