Table 4 Evaluation metrics results
From: Machine learning based fileless malware traffic classification using image visualization
Type | Source | Total test data | Detected | TPR (%) | FNR (%) | TNR (%) | FPR (%) |
|---|---|---|---|---|---|---|---|
Malicious | Wildfire | 5148 | 4749 | 92.24 | 7.75 | N/A | N/A |
APTs in the wild | 29 | 28 | 96.55 | 3.44 | N/A | N/A | |
Customers | 30 | 30 | 100 | 0 | N/A | N/A | |
Public profiles of cobalt strike | 114 | 109 | 95.61 | 4.39 | N/A | N/A | |
Benign | Top Alexa websites request headers | 859,885 | 1214 | N/A | N/A | 99.85 | 0.14 |