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

Table 4

Proposed G-ABC with DNN for DoS 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	95.63	94.56	99.42	99.1	82.68
Precision	96.21	95.81	99.67	99.6	81.99
Recall	98.32	97.43	99.85	99.7	81.39
F-measure	97.25355678	96.61320948	99.75991881	99.2	81.3