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

Table 1

Proposed G-ABC with DNN for U2R over the machine learning metrics.

Parameters	With CSA (%)	Without DNN (only G-ABC) (%)	Proposed IDS with G-ABC and DNN (%)
Accuracy	96.38	95.44	99.01
Precision	94.22	94.11	99.94
Recall	95.1	94.71	99.86
F-measure	94.65795479	94.40904671	99.89998398