Demetris Lappas

Fourier Transformation Autoencoders for Anomaly Detection

Anomaly detection is a challenging problem, mainly due to the lack of a sufficient set of abnormal samples that represents every possible anomaly. Therefore unsupervised methods are employed to model normality and anomaly is detected as an outlier to such models. This paper introduces Fourier Trans-…