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Abstract: In highly networked modern world, conventional techniques of network security such as user authentication, cryptography and intrusion prevention techniques like rewalls are not enough, owing to formulations of new attacks. Intrusion detection systems are becoming an important need for today's networks. Anomaly detection is used as a part of intrusion detection systems, which in turn use certain data mining techniques. Data mining techniques can be applied to the network data to detect possible ... (Update)
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BibTeX entry: (Update)
@misc{ singh-anomaly,
author = "Baljit Singh",
title = "Anomaly Detection Using Data Mining",
url = "citeseer.ist.psu.edu/singh99anomaly.html" }
Citations (may not include all citations):142 A sense of self for unix processes - Forrest, Hofmeyr et al. - 1996
121 An Intrusion-Detection Model (context) - Denning - 1986
84 Data Mining Approaches for Intrusion Detection - Lee, Stolfo - 1998
70 A Data Mining Framework for Building Intrusion Detection Mod.. - Lee, Stolfo et al. - 1999
60 Detecting Intrusions Using System Calls: Alternative Data Mo.. - Christina, Forrest et al. - 1999
58 A Pattern Matching model for Misuse Intrusion Detection - Kumar - 1994
35 Mining Audit Data to Build Intrusion Detection Models - Lee, Stolfo et al. - 1998
25 Sequence Matching and Learning in Anomaly Detection for Comp.. - Lane, Brodley - 1997
25 Learning Patterns from Unix Process Execution Traces for Int.. - Lee, Stolfo et al. - 1997
13 A Data Mining analysis of RTID alarms (context) - Manganaris, Christensen et al. - 2000
7 Detecting the Abnormal: Machine Learning in Computer Securit.. - Lane, Brodley - 1997
6 Mining Sequential Patterns: Generalizations and Performance .. (context) - Srikant, Agrawal - 1996
4 The Practical Intrusion Detection Handbook (context) - Proctor - 2001
3 An Introduction to Pattern Recognition: Statistical, Neural .. (context) - Alder - 1997
2 Fast Eective Rule Induction (context) - Cohen - 1995
1 Machine Learning Techniques for the Domain of Anomaly Detect.. - Lane, Brodley - 1998
1 C4.5: Programs for Machine Learning (context) - Quinlann - 1993
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