Intrusion Detection on CIDDS
99.2Benign F1GReaT LLM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GReaT LLMIDS Model=One-Class SVM2026.01 | 99.2 | 95.5 | 98.7 | |
| TempoNetIDS Model=LSTM Autoencoder2026.01 | 98 | 83 | 96 | |
| RealIDS Model=LSTM Autoencoder2026.01 | 97 | 84 | 95 | |
| RealIDS Model=One-Class SVM2026.01 | 97 | 84.5 | 95 | |
| TempoNetIDS Model=One-Class SVM2026.01 | 96 | 80.3 | 93.3 | |
| RealIDS Model=Isolation Forest2026.01 | 95 | 73 | 92 | |
| TempoNetIDS Model=Isolation Forest2026.01 | 95 | 70 | 91 | |
| GReaT LLMIDS Model=LSTM Autoencoder2026.01 | 95 | 50 | 91 | |
| GReaT LLMIDS Model=Isolation Forest2026.01 | 86 | 72 | 82 |