A Malware Detection Scheme via Smart Memory Forensics for Windows Devices

Table 3

Comparison of proposed DCNN model with other reference studies.

Study	Dimension	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
Nataraj et al. [16] (2011)	32 × 32	91.4	91.5	91.4	91.5
	1024 × 1024
Dai et al. [10] (2018)	2048 × 2048	94.5	94.6	94.5	94.5
	4096 × 4096
Rezende et al. [32] (2018)	224 × 224	96.9	97.0	96.9	96.9
Bozkir et al. [25] (2021)	224 × 224	96.3	96.4	96.4	96.4
	300 × 300
Our method (optimal)	224 × 224	98.1	98.0	98.0	98.0
	300 × 300