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AIMS
2007
Springer
15 years 10 months ago
A Survey of the High-Speed Self-learning Intrusion Detection Research Area
Intrusion detection for IP networks has been a research theme for a number of years already. One of the challenges is to keep up with the ever increasing Internet usage and network...
Anna Sperotto, Remco van de Meent
IDEAL
2010
Springer
15 years 2 months ago
Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection
Intrusion detection in computer networks faces the problem of a large number of both false alarms and unrecognized attacks. To improve the precision of detection, various machine l...
Carsten Elfers, Mirko Horstmann, Karsten Sohr, Ott...
INFOCOM
2000
IEEE
15 years 8 months ago
Transport and Application Protocol Scrubbing
— This paper describes the design and implementation of a protocol scrubber, a transparent interposition mechanism for explicitly removing network attacks at both the transport a...
G. Robert Malan, David Watson, Farnam Jahanian, Pa...
SEC
2008
15 years 5 months ago
A Fuzzy Model for the Composition of Intrusion Detectors
The performance of an intrusion detector depends on several factors, like its internal architecture and the algorithms it uses. Thus, distinct detectors can behave distinctly when ...
Inez Raguenet, Carlos Maziero
ICMLA
2003
15 years 5 months ago
Robust Support Vector Machines for Anomaly Detection in Computer Security
— Using the 1998 DARPA BSM data set collected at MIT’s Lincoln Labs to study intrusion detection systems, the performance of robust support vector machines (RVSMs) was compared...
Wenjie Hu, Yihua Liao, V. Rao Vemuri