多堆叠集成学习流量检测系统
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 |
|---|---|---|---|---|---|---|---|---|
| 2024-11-21 16:38 | EfficientNet | USTC-Shifu | 正常 | 89.91% | 89.68% | 3.17% | 89.46% | 暂无报告 |
| 2024-11-10 17:02 | RNN | ISAC-PCAP | 正常 | 86.53% | 86.15% | 3.18% | 85.77% | 暂无报告 |
| 2024-11-03 19:06 | BiTCN | USTC-TFC2016 | 恶意流量 | 98.17% | 97.77% | 0.31% | 97.37% | 暂无报告 |
| 2024-10-25 16:16 | RNN | USTC-Shifu | 正常 | 89.41% | 89.19% | 2.65% | 88.96% | 暂无报告 |
| 2024-10-11 15:25 | Meta-RNN | CTU | 正常 | 95.16% | 94.79% | 0.99% | 94.42% | 暂无报告 |
| 2024-09-28 15:28 | Meta-TCN | CTU | 恶意流量 | 97.11% | 96.95% | 0.16% | 96.79% | 暂无报告 |
| 2024-09-26 19:29 | Meta-LSTM | CTU | 正常 | 95.82% | 94.88% | 0.41% | 93.95% | 暂无报告 |
| 2024-09-26 15:31 | Meta-CNN | CTU | 恶意流量 | 96.75% | 96.22% | 0.46% | 95.69% | 暂无报告 |
| 2024-09-25 18:45 | Meta-RNN | CTU-PACP | 正常 | 92.56% | 92.43% | 1.26% | 92.30% | 暂无报告 |
| 2024-09-25 18:44 | Meta-RNN | CTU-PACP | 恶意流量 | 93.32% | 92.61% | 0.96% | 91.91% | 暂无报告 |