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ICDM
2008
IEEE
155views Data Mining» more  ICDM 2008»
13 years 11 months ago
Alert Detection in System Logs
We present Nodeinfo, an unsupervised algorithm for anomaly detection in system logs. We demonstrate Nodeinfo’s effectiveness on data from four of the world’s most powerful sup...
Adam J. Oliner, Alex Aiken, Jon Stearley
CNSR
2008
IEEE
169views Communications» more  CNSR 2008»
13 years 11 months ago
Critical Episode Mining in Intrusion Detection Alerts
One of the most important steps in attack detection using Intrusion Detection Systems (IDSs) is dealing with huge number of alerts that can be either critical single alerts and mu...
Mahboobeh Soleimani, Ali A. Ghorbani
IJNSEC
2007
107views more  IJNSEC 2007»
13 years 5 months ago
A Rule-based Temporal Alert Correlation System
This paper reports a research work to address the problem of the large number of alerts generated by the detectors in an intrusion detection system. Some of these alerts are redun...
Peyman Kabiri, Ali A. Ghorbani
SP
2002
IEEE
170views Security Privacy» more  SP 2002»
13 years 5 months ago
Alert Correlation in a Cooperative Intrusion Detection Framework
This paper presents the work we have done within the MIRADOR project to design CRIM, a cooperative module for intrusion detection systems (IDS). This module implements functions t...
Frédéric Cuppens, Alexandre Mi&egrav...
DSN
2007
IEEE
13 years 11 months ago
What Supercomputers Say: A Study of Five System Logs
If we hope to automatically detect and diagnose failures in large-scale computer systems, we must study real deployed systems and the data they generate. Progress has been hampere...
Adam J. Oliner, Jon Stearley