A Novel, Efficient, and Secure Anomaly Detection Technique Using DWU-ODBN for IoT-Enabled Multimedia Communication Systems

Table 2

Performance analysis of proposed DWU-ODBN based on quality metrics.

Performance metrics/techniques	ENN	CNN	SVM	DBN	Proposed DWU-ODBN
Accuracy	92.14	91.51	94.84	93.26	97.34
Specificity	86.67	87.57	85.82	93.39	93.42
Sensitivity	89.69	90.48	85.54	91.62	95.61
Precision	92.37	90.62	87.63	95.83	97.43
measures	93.52	93.39	89.29	94.62	97.72
FPR	46.46	44.25	59.42	31.51	11.04
FNR	42.93	49.64	56.58	38.58	8.39
MCC	85.44	82.87	80.52	88.28	94.65