共 22 条记录
| 检测时间 | 模型名称 | 数据集名称 | 检测结果 | 准确率 | F1分数 | TPR | FPR | 操作 |
|---|---|---|---|---|---|---|---|---|
| 2026-04-10 22:26 | DMSE (Deep-Multi-Stacking-Ensemble) | CTU-Coinminer | 恶意流量 | 99.54% | 99.02% | 0.13% | 98.51% | 暂无报告 |
| 2026-04-01 17:43 | CNN | USTC-Enhanced | 恶意流量 | 93.58% | 93.55% | 0.62% | 93.53% | 暂无报告 |
| 2026-04-01 17:43 | CNN | USTC-Enhanced | 正常 | 93.38% | 92.57% | 0.58% | 91.78% | 暂无报告 |
| 2026-03-30 17:49 | Meta-EfficientNet | KDD-CUP | 正常 | 93.71% | 93.65% | 1.27% | 93.59% | 暂无报告 |
| 2026-03-30 17:48 | CNN | CTU-PACP | 正常 | 91.77% | 91.36% | 0.65% | 90.96% | 暂无报告 |
| 2026-03-19 22:27 | Meta-RNN | KDD-CUP | 恶意流量 | 95.84% | 95.60% | 1.15% | 95.37% | 暂无报告 |
| 2025-01-26 22:08 | RNN | CTU-Coinminer | 恶意流量 | 87.78% | 86.86% | 2.78% | 85.95% | 暂无报告 |
| 2025-01-11 01:26 | DMSE (Deep-Multi-Stacking-Ensemble) | CTU | 正常 | 99.30% | 98.71% | 0.12% | 98.12% | 暂无报告 |
| 2025-01-05 17:00 | EfficientNet | USTC-TFC2016 | 正常 | 86.27% | 86.15% | 3.62% | 86.04% | 暂无报告 |
| 2024-12-11 18:02 | TCN | USTC-TFC2016 | 恶意流量 | 96.01% | 95.88% | 0.46% | 95.74% | 暂无报告 |