This is the article which is proposed to tell indispensable fine points about the implementation of IDS in OMNeT++.
Step: 1 Code for IDS in OMNeT++
As the initial process, we have to detect the intrusion through integration firefly swarm optimization with LSTM and the code for LSTM is highlighted below.
units = int(int(lstm.layers[0].trainable_weights[0].shape[1])/4)
# Layer 0 is my LSTM layer
W = model.layers[0].get_weights()[0]
U = model.layers[0].get_weights()[1]
b = model.layers[0].get_weights()[2]
W_i = W[:, :units]
W_f = W[:, units: units * 2]
W_c = W[:, units * 2: units * 3]
W_o = W[:, units * 3:]
U_i = U[:, :units]
U_f = U[:, units: units * 2]
U_c = U[:, units * 2: units * 3]
U_o = U[:, units * 3:]
b_i = b[:units]
b_f = b[units: units * 2]
b_c = b[units * 2: units * 3]
b_o = b[units * 3:]
Step: 2 Implement IDS in OMNeT++
Following that, we have to implement IDS in OMNeT so we have to create the file over writing the code for the IDS algorithms as mentioned in the following image.
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