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ACSAC
2010
IEEE
13 years 2 months ago
Network intrusion detection: dead or alive?
Research on network intrusion detection has produced a number of interesting results. In this paper, I look back to the NetSTAT system, which was presented at ACSAC in 1998. In ad...
Giovanni Vigna
KDD
2002
ACM
109views Data Mining» more  KDD 2002»
14 years 4 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
KDD
2004
ACM
126views Data Mining» more  KDD 2004»
14 years 4 months ago
Selection, combination, and evaluation of effective software sensors for detecting abnormal computer usage
We present and empirically analyze a machine-learning approach for detecting intrusions on individual computers. Our Winnowbased algorithm continually monitors user and system beh...
Jude W. Shavlik, Mark Shavlik