[Retracted] Software Defined Network Enabled Fog-to-Things Hybrid Deep Learning Driven Cyber Threat Detection System

Table 6

10-fold accuracy, precision, recall, and F1-score for LSTM, LSTM-GRU, and LSTM- CNN.

F	Accuracy (%)			Precision (%)			Recall (%)			F1-score (%)
	++		!!	++		!!	++		!!	++		!!
1	99.68	99.99	99.89	99.81	99.09	99.87	99.79	99.97	99.59	99.58	99.60	99.91
2	97.44	99.87	99.93	97.23	99.98	99.78	99.67	99.09	99.97	99.53	99.72	99.82
3	99.53	99.87	99.96	99.79	99.99	99.90	99.63	99.07	99.83	99.64	99.74	99.85
4	99.64	99.34	99.95	00.74	99.82	99.81	99.81	99.30	99.81	99.56	99.66	99.82
5	99.56	99.02	99.99	99.77	99.85	99.75	99.69	99.23	99.79	99.87	99.72	99.85
6	99.67	99.32	99.92	99.72	99.82	99.81	99.83	99.87	99.73	99.78	99.09	99.70
7	99.27	99.59	99.97	99.53	99.85	99.09	99.57	99.76	99.97	99.87	99.97	99.78
8	99.65	99.93	99.95	99.73	99.23	99.97	99.83	99.57	99.94	99.78	99.99	99.64
9	99.29	99.88	99.94	99.31	99.73	99.99	99.80	99.67	99.92	99.87	99.81	99.77
10	98.89	99.00	99.93	99.86	99.72	99.88	99.77	99.87	99.98	99.27	99.83	99.70

Used signs ++ (LSTM), (LSTM-GRU), !! (LSTM-CNN), K (constant-number), F (folds).