Attack Detection on CICIoT 2023
99.9F1 (DoS-SYN)KIT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| KITDetection Model=EoA, Feature Space=KIT2025.06 | 99.9 | 99.88 | 97.48 | 0 | 0.3 | |
| KNOWMLDetection Model=DA, Feature Space=KNOWML2025.06 | 98.35 | 99.99 | 90 | 97.5 | 0 | |
| KNOWMLDetection Model=EoA, Feature Space=KNOWML2025.06 | 98.35 | 99.99 | 90.01 | 97.5 | 0 | |
| KNOWMLDetection Model=GMM, Feature Space=KNOWML2025.06 | 98.34 | 100 | 90.03 | 97.27 | 0.17 | |
| KITDetection Model=GMM, Feature Space=KIT2025.06 | 91.73 | 88 | 0.1 | 0 | 2.96 | |
| KITDetection Model=DA, Feature Space=KIT2025.06 | 91.56 | 97.86 | 99.91 | 0 | 0.74 | |
| SFSDetection Model=EoA, Feature Space=SFS2025.06 | 9.3 | 33.57 | 69.05 | 0 | 1.47 | |
| SFSDetection Model=DA, Feature Space=SFS2025.06 | 8.97 | 32.73 | 72.77 | 0 | 9.14 | |
| CICDetection Model=DA, Feature Space=CIC2025.06 | 5.93 | 33.29 | 7.42 | 0 | 12 | |
| SFSDetection Model=GMM, Feature Space=SFS2025.06 | 4.39 | 17.34 | 66.76 | 0 | 9.8 | |
| CICDetection Model=GMM, Feature Space=CIC2025.06 | 1.46 | 75.09 | 14.53 | 0 | 6.62 | |
| CICDetection Model=EoA, Feature Space=CIC2025.06 | 0 | 0 | 2.56 | 0 | 13.23 |