| Model | Accuracy | Precision | Recall | F1-score | Inference (ms) | |-------|----------|-----------|--------|----------|----------------| | Snort | 78.2% | 76.5% | 71.0% | 73.6% | 45 | | Kitsune| 91.4% | 89.2% | 88.5% | 88.8% | 28 | | TELIN-ELSA-SABU | | 97.9% | 96.5% | 97.2% | 12 |
TELIN: A Temporal-Linguistic Intrusion Detection Framework for Edge Networks with the ELSA (Ensemble Learning for Security Analytics) Module and SABU (Semantic Analysis of Behavioral Uncertainty) Protocol telin elsa sabu
Department of Computer Science & Engineering, [Fictional University, e.g., Mar Ivanios College of Engineering, Kerala, India] | Model | Accuracy | Precision | Recall