Browsing Division of Interdisciplinary Research by Subject "Sequence Kernel"
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Applications Of Machine Learning To Anomaly Based Intrusion Detection
(2009-03-02)This thesis concerns anomaly detection as a mechanism for intrusion detection in a machine learning framework, using two kinds of audit data : system call traces and Unix shell command traces. Anomaly detection systems ...