[Retracted] Adaptive Anomaly Detection Framework Model Objects in Cyberspace

Table 11

Testing results of LSTM-RNN algorithm.

	Accuracy (%)	Sensitivity (%)	Specificity (%)	Precision (%)	Recall (%)	F1 score (%)	Time (second)
KDD Cup’99	99.81	100	89.02	99.78	100	99.90	120.60
NSL-KDD	93.55	95.58	91.42	92.13	95.58	93.82	48.20
ISCX	99.87	99.94	99.66	99.89	99.94	99.91	40.25
CIC-ID2017	98.92	98.40	99.74	99.83	98.40	99.11	68.12