Conclusions
In this paper, potential of Artificial Neural Network (ANN) for estimating
strength of a DDoS attack has been investigated. The feed forward neural network
with size of 10, 15 and 20 are used for estimating strength of DDoS Attack.
The deviation in Entropy and strength of DDoS attack are used as an input and
output to the two layer feed forward network, respectively. Results are very
promising, as estimating strength of a DDoS attack using feed forward neural
network is very close to actual strength of a DDoS attack.