Table 1. ML/DL-based intrusion detection studies using KDD CUP 99 and NSL-KDD.

Algorithm\Dataset KDD CUP 99 NSL-KDD
ML SVM O O
ANN O
Decision Tree O
DL DNN O
CNN O
RNN O O O
LSTM O O O
preprocessing O O O O
Reference [17] [6] [8] [9] [18] [7] [19] [20] [15] [21]