Federated Learning on NSL-KDD
95.8AccuracyFLTrust
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FLTrustPost-Quantum Secure=No2026.01 | 95.8 | 92 | 38.6 | |
| FedMGDA+Post-Quantum Secure=No2026.01 | 95.2 | 89 | 51.4 | |
| Our FrameworkPost-Quantum Secure=Yes2026.01 | 95.1 | 94 | 31.1 | |
| CRFLPost-Quantum Secure=No2026.01 | 94.9 | 96 | 42.1 | |
| RFAPost-Quantum Secure=No2026.01 | 94.6 | 94 | 35.2 |