DeepDefense
DDoS attack detection using BLSTM based RNN
Install / Use
/learn @santhisenan/DeepDefenseREADME
Using Bidirectional LSTM based RNN to classify DDoS attack packets
The design of this classifier was inspired by DeepDefense: Identifying DDoS Attack via Deep Learning paper.
The CSV extract of the dataset can be found here.
Architecture of the model
Usage
Run the brnn_classifier.ipynb notebook.
Results
Plot of accuracy
Plot of loss
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