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Efficiency Issues of Rete-Based Expert Systems for Misuse Detection
Miami Beach, Florida, USA December 10-December 14
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ACSAC.2007.22Twenty-Third Annual Computer Security ...
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Michael Meier, Ulrich Flegel, Sebastian Schmerl, "Efficiency Issues of Rete-Based Expert Systems for Misuse Detection," Computer Security Applications Conference, Annual, pp. 151-160, Twenty-Third Annual Computer Security Applications Conference (ACSAC 2007), 2007.
 
 
BibTex
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@article{ 10.1109/ACSAC.2007.22,
author = {Michael Meier and Ulrich Flegel and Sebastian Schmerl},
title = {Efficiency Issues of Rete-Based Expert Systems for Misuse Detection},
journal ={Computer Security Applications Conference, Annual},
volume = {0},
year = {2007},
issn = {1063-9527},
pages = {151-160},
doi = {http://doi.ieeecomputersociety.org/10.1109/ACSAC.2007.22},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Computer Security Applications Conference, Annual
TI - Efficiency Issues of Rete-Based Expert Systems for Misuse Detection
SN - 1063-9527
SP151
EP160
A1 - Michael Meier,
A1 - Ulrich Flegel,
A1 - Sebastian Schmerl,
PY - 2007
VL - 0
JA - Computer Security Applications Conference, Annual
ER -
 
This paper provides a general and comprehensive ap- proach to implementing misuse detection on expert systems and an in-depth analysis of the effectiveness of the opti- mization strategies of the Rete algorithm wrt. the general implementation approach. General efficiency limits of Rete- based expert systems in the domain of misuse detection are determined analytically and validated experimentally. We conclude that expert systems may still have their merit in rapid prototyping of misuse detection IDSs, but they should not be considered for modern production systems.
Citation:
Michael Meier, Ulrich Flegel, Sebastian Schmerl, "Efficiency Issues of Rete-Based Expert Systems for Misuse Detection," acsac, pp.151-160, Twenty-Third Annual Computer Security Applications Conference (ACSAC 2007), 2007
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