Research Article

[Retracted] Federated Deep Learning Approaches for the Privacy and Security of IoT Systems

Table 1

Parameters.

ParametersConventional methodsProposed federated deep learning methodImprovement rate

Precision (%)85946.38
Recall (%)83927.61
Accuracy (%)95.3499.95.91
Detection time (s)653233
False positive (%)1.80.771.03
Memory utilization (mb)301119