From: Network intrusion detection based on multi-domain data and ensemble-bidirectional LSTM
Model | MT_MODEL | MT_RULE | MT_NEW | FP |
---|---|---|---|---|
CNN | 48,270 | 16,809 | 4973 | 33,910 |
LSTM | 38,689 | 10,276 | 2527 | 25,886 |
Bi-LSTM | 40,621 | 13,302 | 3835 | 23,466 |
Proposed model | 55,692 | 18,917 | 5974 | 23,379 |