├── KDDCup 99 ├── CNN-LSTM │ ├── binary │ │ ├── cnn1.py │ │ ├── cnn1test.py │ │ ├── cnn2.py │ │ ├── cnn2test.py │ │ ├── cnn3.py │ │ └── cnn3test.py │ └── multiclass │ │ ├── cnn1.py │ │ ├── cnn1test.py │ │ ├── cnn2.py │ │ ├── cnn2test.py │ │ ├── cnn3.py │ │ └── cnn3test.py ├── CNN │ ├── binary │ │ ├── cnn1.py │ │ ├── cnn1test.py │ │ ├── cnn2.py │ │ ├── cnn2test.py │ │ ├── cnn3.py │ │ └── cnn3test.py │ └── multiclass │ │ ├── cnn1.py │ │ ├── cnn1test.py │ │ ├── cnn2.py │ │ ├── cnn2test.py │ │ ├── cnn3.py │ │ └── cnn3test.py ├── GRU │ ├── binary │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py │ └── multiclass │ │ ├── confmat.py │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py ├── LSTM │ ├── binary │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py │ └── multiclass │ │ ├── confmat.py │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py ├── SimpleRNN │ ├── binary │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py │ └── multiclass │ │ ├── confmat.py │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py ├── classical │ ├── binary │ │ └── all.py │ └── multiclass │ │ └── all.py └── dnn │ ├── binary │ ├── dnn1.py │ ├── dnn2.py │ ├── dnn3.py │ ├── dnn4.py │ └── dnn5.py │ └── multiclass │ ├── dnn1.py │ ├── dnn2.py │ ├── dnn3.py │ ├── dnn4.py │ └── dnn5.py ├── NSL-KDD ├── CNN-LSTM │ ├── binary │ │ ├── cnn1.py │ │ ├── cnn1test.py │ │ ├── cnn2.py │ │ ├── cnn2test.py │ │ ├── cnn3.py │ │ └── cnn3test.py │ └── multiclass │ │ ├── cnn1.py │ │ ├── cnn1test.py │ │ ├── cnn2.py │ │ ├── cnn2test.py │ │ ├── cnn3.py │ │ └── cnn3test.py ├── CNN │ ├── binary │ │ ├── cnn1.py │ │ ├── cnn1test.py │ │ ├── cnn2.py │ │ ├── cnn2test.py │ │ ├── cnn3.py │ │ └── cnn3test.py │ └── multiclass │ │ ├── cnn1.py │ │ ├── cnn1test.py │ │ ├── cnn2.py │ │ ├── cnn2test.py │ │ ├── cnn3.py │ │ └── cnn3test.py ├── GRU │ ├── binary │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py │ └── multiclass │ │ ├── confmat.py │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py ├── LSTM │ ├── binary │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py │ └── multiclass │ │ ├── confmat.py │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py ├── SimpleRNN │ ├── binary │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py │ └── multiclass │ │ ├── confmat.py │ │ ├── lskeras.py │ │ ├── lskeras1.py │ │ ├── lskeras1test.py │ │ ├── lskeras2.py │ │ ├── lskeras2test.py │ │ ├── lskeras3.py │ │ ├── lskeras3test.py │ │ └── lskerastest.py ├── classical │ ├── binary │ │ └── all.py │ └── multiclass │ │ └── all.py └── dnn │ ├── binary │ ├── dnn1.py │ ├── dnn2.py │ ├── dnn3.py │ ├── dnn4.py │ └── dnn5.py │ └── multiclass │ ├── dnn1.py │ ├── dnn2.py │ ├── dnn3.py │ ├── dnn4.py │ └── dnn5.py ├── README.md └── UNSW-NB15 ├── CNN-LSTM ├── binary │ ├── cnn1.py │ ├── cnn1test.py │ ├── cnn2.py │ ├── cnn2test.py │ ├── cnn3.py │ └── cnn3test.py └── multiclass │ ├── cnn1.py │ ├── cnn1test.py │ ├── cnn2.py │ ├── cnn2test.py │ ├── cnn3.py │ └── cnn3test.py ├── CNN ├── binary │ ├── cnn1.py │ ├── cnn1test.py │ ├── cnn2.py │ ├── cnn2test.py │ ├── cnn3.py │ └── cnn3test.py └── multiclass │ ├── cnn1.py │ ├── cnn1test.py │ ├── cnn2.py │ ├── cnn2test.py │ ├── cnn3.py │ └── cnn3test.py ├── GRU ├── binary │ ├── lskeras.py │ ├── lskeras1.py │ ├── lskeras1test.py │ ├── lskeras2.py │ ├── lskeras2test.py │ ├── lskeras3.py │ ├── lskeras3test.py │ └── lskerastest.py └── multiclass │ ├── confmat.py │ ├── lskeras.py │ ├── lskeras1.py │ ├── lskeras1test.py │ ├── lskeras2.py │ ├── lskeras2test.py │ ├── lskeras3.py │ ├── lskeras3test.py │ └── lskerastest.py ├── LSTM ├── binary │ ├── lskeras.py │ ├── lskeras1.py │ ├── lskeras1test.py │ ├── lskeras2.py │ ├── lskeras2test.py │ ├── lskeras3.py │ ├── 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