Learning Neural Representations for Network Anomaly Detection

1 code implementation • IEEE Transactions on Cybernetics 2019 • Van Loi Cao, Miguel Nicolau, and James McDermott

Our approach is to introduce new regularizers to a classical autoencoder (AE) and a variational AE, which force normal data into a very tight area centered at the origin in the nonsaturating area of the bottleneck unit activations.

Intrusion Detection Model Selection +1