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SDM
2003
SIAM
124views Data Mining» more  SDM 2003»
13 years 9 months ago
A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection
Aleksandar Lazarevic, Levent Ertöz, Vipin Kum...
ICARIS
2007
Springer
14 years 1 months ago
An Artificial Immune System-Inspired Multiobjective Evolutionary Algorithm with Application to the Detection of Distributed Comp
Today’s signature-based intrusion detection systems are reactive in nature and storage-limited. Their operation depends upon catching an instance of an intrusion or virus and en...
Charles R. Haag, Gary B. Lamont, Paul D. Williams,...
KDD
2002
ACM
109views Data Mining» more  KDD 2002»
14 years 8 months ago
Mining intrusion detection alarms for actionable knowledge
In response to attacks against enterprise networks, administrators increasingly deploy intrusion detection systems. These systems monitor hosts, networks, and other resources for ...
Klaus Julisch, Marc Dacier
IEEECIT
2010
IEEE
13 years 6 months ago
Selective and Early Threat Detection in Large Networked Systems
—The complexity of modern networked information systems, as well as all the defense-in-depth best practices, require distributed intrusion detection architectures relying on the ...
Michele Colajanni, Mirco Marchetti, Michele Messor...
VIZSEC
2007
Springer
14 years 1 months ago
Visual Analysis of Network Flow Data with Timelines and Event Plots
This paper describes Isis, a system that uses progressive multiples of timelines and event plots to support the iterative investigation of intrusions by experienced analysts using ...
Doantam Phan, J. Gerth, M. Lee, Andreas Paepcke, T...