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

Table 3

Proposed G-ABC with DNN for probe 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	96.68	95.56	98.89	98.8	79.76
Precision	95.12	95.18	99.92	99	79.3
Recall	97.1	96.81	99.85	99.8	79.5
F-measure	96.09980231	95.98808063	99.88498774	99.4	79.11