Intrusion Detection Classification on CICIDS Label3 skew scheme 2017
94.12AccuracyXAI-SOH-FL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XAI-SOH-FLexplanation_technique=SHAP2026.05 | 94.12 | 93 | 91 | 92 | 6 | |
| SOH-FL2026.05 | 92.38 | 91 | 88 | 89 | 6 | |
| FedAvg2026.05 | 84.15 | 82 | 80 | 81 | 15 | |
| Local2026.05 | 78.42 | 76 | 72 | 74 | 1 |