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Applications Of Machine Learning To Anomaly Based Intrusion Detection
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 ...
Motion Based Event Analysis
Motion is an important cue in videos that captures the dynamics of moving objects. It helps in eﬀective analysis of various event related tasks such as human action recognition, anomaly detection, tracking, crowd behavior ...