From: Intrusion detection systems using long short-term memory (LSTM)
Model
Accuracy
Sensitivity (Recall)
LSTM (2015) [26]
93.72%
77.07%
LSTM-RNN (2016) [27]
96.93%
98.88%
Prunning VELM(2018) [21]
98.94%
98.37%
Improved CNN (2019) [22]
99.23%
N/A
LSTM-PCA - 02 Features (proposed)
99.49%
99.15%
