Binary Classification on CICIDS 2017
99.2Binary AccuracyGMA-SAWGAN-GP
Evaluation results
| Method | Links | |
|---|---|---|
| GMA-SAWGAN-GPIDS model=CNN-LSTM2026.03 | 99.2 | |
| WCGAN-GPIDS model=CNN-LSTM2026.03 | 99.1 | |
| TMG-GANIDS model=CNN-LSTM2026.03 | 98.6 | |
| SYN-GANIDS model=CNN-BiLSTM2026.03 | 98.5 | |
| SYN-GANIDS model=CNN-LSTM2026.03 | 98.5 | |
| MultiCritics-WGAN-GPIDS model=CNN-LSTM2026.03 | 98.5 | |
| TMG-GANIDS model=CNN-BiLSTM2026.03 | 98.4 | |
| DAE-GANIDS model=CNN-LSTM2026.03 | 98.3 | |
| DAE-GANIDS model=CNN-BiLSTM2026.03 | 98.2 | |
| WCGAN-GPIDS model=CNN-BiLSTM2026.03 | 98.1 | |
| GMA-SAWGAN-GPIDS model=CNN-BiLSTM2026.03 | 98.1 | |
| MultiCritics-WGAN-GPIDS model=CNN-BiLSTM2026.03 | 97.6 | |
| WCGAN-GPIDS model=CNN2026.03 | 97.3 | |
| GMA-SAWGAN-GPIDS model=CNN2026.03 | 97.3 | |
| GMA-SAWGAN-GPIDS model=DNN2026.03 | 97.2 | |
| SYN-GANIDS model=DNN2026.03 | 97.1 | |
| GMA-SAWGAN-GPIDS model=LSTM2026.03 | 97.1 | |
| SYN-GANIDS model=LSTM2026.03 | 97 | |
| WCGAN-GPIDS model=LSTM2026.03 | 96.9 | |
| MultiCritics-WGAN-GPIDS model=CNN2026.03 | 96.8 | |
| TMG-GANIDS model=DNN2026.03 | 96.8 | |
| MultiCritics-WGAN-GPIDS model=DNN2026.03 | 96.7 | |
| DAE-GANIDS model=DNN2026.03 | 96.6 | |
| TMG-GANIDS model=LSTM2026.03 | 96.4 | |
| DAE-GANIDS model=LSTM2026.03 | 96.3 | |
| MultiCritics-WGAN-GPIDS model=LSTM2026.03 | 96.3 | |
| SYN-GANIDS model=CNN2026.03 | 95.5 | |
| WCGAN-GPIDS model=DNN2026.03 | 95.4 | |
| TMG-GANIDS model=CNN2026.03 | 95.3 | |
| DAE-GANIDS model=CNN2026.03 | 94.7 |