2021
Sequential Adversarial Anomaly Detection with Deep Fourier Kernel
ICASSP 2021accepted
We present a novel adversarial detector for the anomalous sequence when there are only one-class training samples. The detector is developed by finding the best detector that can discriminate against the worst-case, which statistically mimics the training sequences. We explicitly capture the depende…