Yogee07 / DDoS-Detection-using-DNN

Detection of DDoS attack using Bidirectional Neural Networks and comparison with few other models.

DDoS-Detection

Classification of DDoS attack packets using Artificial Neural Network and Bi-directional Recurrent Neural Network.

Dataset Used

Used sampled data from Intrusion detection evaluation dataset (ISCXIDS2012), an attack database that is a standard for judgment of attack detection tools. Exported csv file can be found here.

Results

Accuracy of ANN Model:

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Accuracy of BRNN Model:

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