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
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[
6
]
[
8
]
[
9
]
[
18
]
[
7
]
[
19
]
[
20
]
[
15
]
[
21
]