theamachine / Network-status-detection-based-on-deep-learning-parameters-effect-in-training-process

Coding trials to see the effect of parameters' changes on the training process in deep learning

project of deep learning parameters effect on the training

Coding trials to see the effect of parameters' changes on the training process in deep learning.

Problem Definition:

Predict the type of the traffic to the network whether it is normal traffic or one of the five possible attacks (predict the type of the attack) through multi-layer perceptron.

Different types of attacks:

TCP-SYN Flood attacks.

Port scan attacks.

Flow Table Overflow attacks.

Blackhole attacks.

Traffic Diversion attacks.