Filippo Martinini

Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors

Anomaly Detection is a challenging task due to the limited knowledge about possible anomalies. This issue can be tackled by modeling anomalies through domain expertise or collecting sufficient anomalous data. However, some domains, such as monitoring systems, require detectors that are capable of de…