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Using Decision Trees to Improve Signature-Based Intrusion Detection (2003)  (Make Corrections)  
Christopher Kruegel, Thomas Toth



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Abstract: Most deployed intrusion detection systems (IDSs) follow a signature-based approach where attacks are identi ed by matching each input event against prede ned signatures that model malicious activity. (Update)

Active bibliography (related documents):   More   All
1.1:   Using Decision Trees to Improve Signature-Based Intrusion.. - Kruegel, Toth (2003)   (Correct)
0.2:   Algorithms and Complexity for Annotated Sequence Analysis - Evans (1999)   (Correct)
0.2:   Optimization of Sequence Queries in Database Systems - Sadric (2001)   (Correct)

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3.0:   Unknown -   (Correct)

BibTeX entry:   (Update)

@misc{ kruegel-using,
  author = "Christopher Kruegel and Thomas Toth",
  title = "Using Decision Trees to Improve Signature-Based Intrusion Detection",
  url = "citeseer.ist.psu.edu/kruegel03using.html" }
Citations (may not include all citations):
1359   Induction of decision trees (context) - Quinlan - 1986
140   Snort - Lightweight Intrusion Detection for Networks (context) - Roesch - 1999
70   A Data Mining Framework for Building Intrusion Detection Mod.. - Lee, Stolfo et al. - 1999
65   Bro: A system for detecting network intruders in real-time - Paxson - 1998
36   Discovering rules by induction from large collections of exa.. (context) - Quinlan - 1979
32   STATL: An Attack Language for State-based Intrusion Detectio.. - Eckmann, Vigna et al. - 2000
29   Ecient string matching: An aid to bibliographic search (context) - Aho, Corasick - 1975
22   DARPA Intrusion Detection Evaluation (context) - Labs - 1999
19   The STAT Tool Suite - Vigna, Eckmann et al. - 2000
12   An analysis of fast string matching applied to contentbased .. (context) - Fisk, Varghese - 2001
11   Towards Faster String Matching for Intrusion Detection or Ex.. (context) - Coit, Staniford et al. - 2001
9   Design and Performance of the OpenBSD Stateful Packet Filter (context) - Hartmeier - 2002
5   Communications of the Association for Computing Machinery (context) - Moore, Boyer et al. - 1977
2   comwarppublicccpd sqswsqidszindex (context) - formerly, www et al. - 2002
http://www.snort.org
www.infosys.tuwien.ac.at/snort-ng
http://www.sourcefire.com/technology/whitepapers
http://swatch.sourceforge.net
http://www.iss.net/products_services/enterprise_protection

Documents on the same site (http://www.auto.tuwien.ac.at/~chris/research/publications.html):   More
Protecting Users against Phishing Attacks - Kirda, Kruegel (2005)   (Correct)
Connection-History Based Anomaly Detection - Toth, Krügel (2002)   (Correct)
Noxes: A Client-Side Solution for Mitigating.. - Kirda, Kruegel.. (2006)   (Correct)

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