Model Deployement on Free5GC

Q/A
#1

Hello Everyone,
I have a trained model for DDoS attack Detection using Federated Learning. I have done the Free5GC setup and I want to deploy the model on it for real time detection. Kindly help me out with Where to deploy and how to deploy.

Thanks in Advance

#2

Hello Virendra. As long as you detect DDoS attack, what do you want to do next? Drop packet or analyze packet?

#3

I want to analyze packet and want to know if any DDoS attack is performed

#4

You can refer to 5G network data analytics function (NWDAF). This NF leverages network data analytics. You can find more detail in 3GPP TS 23.288 and TS 29.520.

#5

Ok thanks. I will surely look into it. One more thing, Do you have any idea of how to deploy ML model to analyze incloming traffic on free5GC setup.

#6

@HanHongChen where can i find NWDAF function in our setup

#7

Usually traffic will only pass UPF so I think you should deploy on it.
And NWDAF is a new NF, free5GC is not supported yet.

#8

Can you please take a 10-15 min meeting. I have dropped email in message. It will be a great help.

#9

According to regulation, I can’t contact with you under table.

#10

Ok. I understand that. Can u please answer this Network Slice Location and deployement of model

I wanted to discus about this only.