Browsing Supercomputer Education and Research Centre (SERC) by Subject "Data Mining"

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Applications Of Machine Learning To Anomaly Based Intrusion Detection

Phani, B (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 ...
Malware Analysis using Profile Hidden Markov Models and Intrusion Detection in a Stream Learning Setting

Saradha, R (2018-02-18)

In the last decade, a lot of machine learning and data mining based approaches have been used in the areas of intrusion detection, malware detection and classification and also traffic analysis. In the area of malware ...