Another problem of anomaly detection is that they do not provide any (domain specific) explanation for why the system thinks it is an anomaly. The system also d

Another problem of anomaly detection is that they do not provide any (domain specific) explanation for why the system thinks it is an anomaly. The system also does not say what to do in this situation, which means that such anomalies are not actionable findings. Therefore I think anomaly detection should be used as a pre-processing step which generates input for some other other components of the system.