Intrusion Detection on NSL-KDD (Accuracy and Latency)
98.1AccuracyCNN-LSTM (HAST-IDS)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CNN-LSTM (HAST-IDS)Author=Wang et al., Year=20182026.06 | 98.1 | — | |
| Genetic Algorithm (GA) with DBN2026.06 | 98 | — | |
| LSTM (RNN)Author=Yin et al., Year=20172026.06 | 97.85 | — | |
| MLP, CNN, LSTM (separate)Author=Vinayakumar et al., Year=20192026.06 | 97 | — | |
| SVM, Decision TreeAuthor=Tavallaee et al., Year=20092026.06 | 91 | — |