TABLE V.

Optimization Techniques to Federated Learning models

Network Protocol	Focus	Benefit(s)
Hybrid FL	Communication Resource Scheduling Accuracy	Accuracy
FedCS	Clients’ training process	Higher accuracy Robust models
PrivFL	Mobile Networks Data Privacy	Accounts for threats
VerifyNet	User privacy Integrity	Receptiveness High security
FedGRU/JAP	Traffic flow prediction	Reduced overhead