Table 6.

Quantitative Analysis of the Botnet-detection model with existing research.

Models	Accuracy	Precision	Recall	F1 Score
Proposed model	99.97	99.32	97.54	98.11
Popoola et al. [22]	99.93	99.08	96.97	97.96
Hussain et al. [23]	98.85	98.95	98.66	98.81
Vinayakumar et al. [25]	89.90	93.94	90.5	91.9