Vamsi Krishna Reddy

ST-HAE detects spatio-temporal anomalies in heterogeneous IoT networks under realistic class imbalance

Most intrusion detection systems (IDS) research is conducted on artificially balanced datasets. This hides a real problem: precision drops sharply under production-like conditions, where attacks can be outnumbered by benign packets hundreds to one. This paper evaluates an unsuper...