Blockchain-Based Secure Localization against Malicious Nodes in IoT-Based Wireless Sensor Networks Using Federated Learning

Figure 12

The utilization of CICIDS2017 and UNSW_NB15 benchmark datasets for comparison performance of several machine learning models is conducted based on a variety of performance measures.

(a) Hybrid machine learning models using CICIDS2017

(b) Hybrid machine learning models using UNSW_NB15