Lakhina Entropy-Based PCA – a simplified, pedagogical baseline to understand PCA for anomaly detection. FLAGS Detection Approach – our final target that uses TCP flag histograms combined with PCA for ...

Abstract: Network operators need effective tools to quickly detect anomalies in traffic data for identifying network attacks. In contrast to traditional Internet, anomaly detection in IoT (Internet of ...

Abstract: An improved PCA method is presented which combined the PCA technology with data mining technology. In this method, the problem of the original data stream variation tendency is mapped to the ...

Introduction: The motion of a ship at sea is complex. This motion is affected by environmental factors such as wind, waves, and currents. These factors cause the ship’s movement to be nonlinear, ...