Awesome Open Source
Awesome Open Source

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

Model

Usage

Run the brnn_classifier.ipynb notebook.

Results

Plot of accuracy

Plot of accuracy

Plot of loss

Plot of loss


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