Intrusion Detection System Using the G-ABC with Deep Neural Network in Cloud Environment

Table 2

Proposed G-ABC with DNN for R2L over the machine learning metrics.

Parameters	With CSA (%)	Without DNN (only G-ABC) (%)	Proposed IDS with G-ABC and DNN (%)	Jaber and Rehman [7]	Pajouh et al. [8]
Accuracy	95.18	94.41	98.81	98.46	84.68
Precision	93.12	95.11	99.74	99.6	84.12
Recall	96.1	95.71	99.79	99.3	84.47
F-measure	94.58653419	95.4090567	99.76499374	99.4497738	84.52