Shift Detection and Adaptation for Network Intrusion Detection

Ehssan Mousavipour, Andrey Dimanchev, Majid Ghaderi

Distribution shift, a change in the statistical properties of data over time, poses a critical challenge for deep learning anomaly detection systems. Existing anomaly detection sys…