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Abstract: Research in automated computer security intrusion detection, intrusion detection for short, is maturing. Several difficulties remain to be solved before intrusion detection systems become commonplace as part of real-world security solutions. One such difficulty regards the subject of effectiveness, how successful the intrusion detection system is at actually detecting intrusions with a high degree of certainty. With this as its starting point, this paper discusses the "base-rate fallacy"... (Update)
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BibTeX entry: (Update)
@inproceedings{ axelsson99difficulty,
author = "Stefan Axelsson",
title = "On a Difficulty of Intrusion Detection",
booktitle = "Recent Advances in Intrusion Detection",
year = "1999",
url = "citeseer.ist.psu.edu/article/axelsson99difficulty.html" }
Citations (may not include all citations):782 Prentice Hall Series in Artificial Intelligence (context) - Russel, Norvig et al. - 1995
133 IEEE Transactions on Software Engineering (context) - Denning, model - 1987
41 Expert systems in intrusion detection: A case study (context) - Sebring, Shellhouse et al. - 1988
40 Temporal sequence learning and data reduction for anomaly de.. - Lane, Brodie - 1998
27 Automated audit trail analysis and intrusion detection: A su.. - Lunt - 1988
21 Research in Intrusion-Detection systems: A Survey - Axelsson - 1998
15 Requirements and model for IDES---A real-time intrusion dete.. (context) - Denning, Neumann - 1985
12 An approach to UNIX security logging - Axelsson, Lindqvist et al. - 1998
11 and Linear Modulation Theory (context) - Van Trees, Estimation et al. - 1968
4 Building a security monitor with adaptive user work profiles (context) - Halme, Kahn - 1988
4 Workshop on Recent Advances in Intrusion Detection (context) - Maxion, systems et al. - 1998
3 Base-rate errors and rain forecasts (context) - Matthews - 1996
3 Decision-theoretic limits on earthquake prediction (context) - Matthews - 1997
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