[Review] Host Based Intrusion Detection System with Combined CNN/RNN Model

Oct 27, 2021 • Pranjal Chakraborty • HIDS CNN RNN Review

Host Based Intrusion Detection System with Combined CNN/RNN Model, 2019

Key informations

Dataset: ADFA-LD
Architecture: RNN (stacked CNNs with GRUs).
Computationally efficient anomaly detection.

Information from the paper

This CNN+GRU Model shows promising results over traditional GRU or LSTM.

Possible improvement(s)

Encoder-decoder based models could be tried.