Table 14 Performance evaluation of ML models on the CIC IoT 2023 dataset.
From: Enhancement of cryptography algorithms for security of cloud-based IoT with machine learning models
Strategy | ACC | REC | PRE | F1 - Score |
|---|---|---|---|---|
RF | 80.35 | 80.35 | 80.92 | 80.04 |
XGBoost | 80.94 | 80.94 | 81.61 | 80.59 |
Catboost | 80.39 | 80.39 | 81.09 | 80.01 |
Voting Ensemble | 81.09 | 81.09 | 81.76 | 80.76 |
