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

Table 1

Parameters.

Parameters	Conventional methods	Proposed federated deep learning method	Improvement rate
Precision (%)	85	94	6.38
Recall (%)	83	92	7.61
Accuracy (%)	95.34	99.9	5.91
Detection time (s)	65	32	33
False positive (%)	1.8	0.77	1.03
Memory utilization (mb)	30	11	19