Table 6 Results for attack only data—attack classification in batch mode using ensemble classifiers
From: An ensemble deep learning based IDS for IoT using Lambda architecture
Model | Type | Precision | Recall | F1-score | Accuracy | Time (ms) |
|---|---|---|---|---|---|---|
Weighted ensemble | DDoS | 93.5 | 99.1 | 96.3 | 99.6 | 0.9 |
Okiru | 99.1 | 93.2 | 96.1 | |||
Port Scan | 1.0 | 1 | 1 | |||
C &C | 1 | 1 | 1 |