Arbitrary Discrete Sequence Anomaly Detection with Zero Boundary LSTM

Chase Roberts, Manish Nair

We propose a simple mathematical definition and new neural architecture for finding anomalies within discrete sequence datasets. Our model comprises of a modified LSTM autoencoder…