Advances, Systems and Applications
Table 8 Performance Metrics Comparison with State-of-the-art
From: A fog-edge-enabled intrusion detection system for smart grids
Dataset | Metric | Paper Type | ||
|---|---|---|---|---|
Base Papers | Proposed Paper | Percentage Improvement | ||
NSL-KDD | Accuracy | 94% | 98% | 4.17% |
Precision | 89% | 98% | 9.63% | |
F1 Score | 85% | 97% | 13.19% | |
Recall | 85% | 97% | 13.19% | |
CICID2017 | Accuracy | 88.5% | 94% | 6.03% |
Precision | 88.5% | 94% | 6.03% | |
F1 Score | 88.5% | 95% | 7.08% | |
Recall | 89% | 96% | 7.57% | |