santhisenan / DeepDefense

DDoS attack detection using BLSTM based RNN

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