Luo, Jianxiong. 1999. Integrating Fuzzy Logic with Data Mining Methods for Intrusion Detection. M.S. Thesis, Mississippi State University. Home/Search Document Details and Download
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Fuzzy Data Mining And Genetic Algorithms Applied To Intrusion.. - Bridges (2000) (Correct)
.... Machine (TIM) for intrusion detection [3] that learns sequential patterns and neural network based intrusion detection systems [4] More recently, techniques from the data mining area (mining of association rules and frequency episodes) have been used to mine normal patterns from audit data [5, 10, 15]. Problems are encountered, however, if one derives rules that are directly dependent on audit data [6] An intrusion that deviates only slightly from a pattern derived from the audit data may not be detected or a small change in normal behavior may cause a false alarm. We have addressed this ....
....rise to the sharp boundary problem in which a very small change in value causes an abrupt change in category. Kuok, Fu, and Wong [9] developed the concept of fuzzy association rules to address this problem. Their method allows a value to contribute to the support of more than one fuzzy set (see [10] for details) We have modified the algorithm of Kuok, Fu, and Wong [9] by introducing a normalization factor to ensure that every transaction is counted only one time. An example of a fuzzy association rule mined by our system from one set of audit data is: SN=LOW, FN=LOW RN=LOW , c = ....
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Luo, J. 1999. Integrating fuzzy logic with data mining methods for intrusion detection. M.S. Thesis, Mississippi State University.
An Immunological Approach to Intrusion Detection - Watkins (2000) (1 citation) (Correct)
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Luo, Jianxiong. 1999. Integrating Fuzzy Logic with Data Mining Methods for Intrusion Detection. M.S. Thesis, Mississippi State University.
MINDS - Minnesota Intrusion Detection System - Ertöz, Eilertson, Lazarevic.. (Correct)
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Jianxiong Luo. Integrating fuzzy logic with data mining methods for intrusion detection. Master's thesis, Department of Computer Science, Mississippi State University, 1999.
Intrusion Detection: A Bibliography - Mé, Michel (2001) (Correct)
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Luo, J. (1999). Integrating Fuzzy Logic With Data Mining Methods for Intrusion Detection. Master's thesis, Department of Computer Science, Mississippi State University.
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