Vidal's libraryTitle: | Intelligent Agents for Intrusion Detection |
Author: | Guy Helmer, Johnny S. K. Wong, Vasant Honavar, and Les Miller |
Book Tittle: | Proceedings of the IEEE Information Technology Conference |
Pages: | 121--124 |
Year: | 1998 |
Abstract: | The paper focuses on intrusion detection and countermeasures with respect to widely-used operating systems and networks. The design and architecture of an intrusion detection system built from distributed agents is proposed to implement an intelligent system on which data mining can be performed to provide global, temporal views of an entire networked system. A starting point for agent intelligence in the system is the research into the use of machine learning over system call traces from the privileged sendmail program on UNIX. The authors use a rule learning algorithm to classify the system call traces for intrusion detection purposes and show the results |
Cited by 83 - Google Scholar
@InProceedings{helmer98a,
author = {Guy Helmer and Johnny S. K. Wong and Vasant Honavar
and Les Miller},
title = {Intelligent Agents for Intrusion Detection},
googleid = {WkAV3QXSQHcJ:scholar.google.com/},
booktitle = {Proceedings of the {IEEE} Information Technology
Conference},
pages = {121--124},
year = 1998,
abstract = {The paper focuses on intrusion detection and
countermeasures with respect to widely-used
operating systems and networks. The design and
architecture of an intrusion detection system built
from distributed agents is proposed to implement an
intelligent system on which data mining can be
performed to provide global, temporal views of an
entire networked system. A starting point for agent
intelligence in the system is the research into the
use of machine learning over system call traces from
the privileged sendmail program on UNIX. The authors
use a rule learning algorithm to classify the system
call traces for intrusion detection purposes and
show the results },
keywords = {ai application},
url = {http://jmvidal.cse.sc.edu/library/helmer98a.pdf},
citeseer = {helmer00lightweight.html},
cluster = {8593099011648733274}
}
Last modified: Wed Mar 9 10:14:31 EST 2011