A simple feed forward neural network for classification of DDoS attack packets

Architecture of the model

Usage

Run the ann.ipynb notebook.

Dataset used

Intrusion detection evaluation dataset (ISCXIDS2012) was used for training and testing.

Data exported as csv can be found here.

Results

Plot of accuracy

Plot of loss