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Benchmarks
Federated Learning on NSL-KDD
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95.8
Accuracy
FLTrust
94.552
94.876
95.2
95.524
Jan 3, 2026
Accuracy
Convergence Rounds
Computation Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Convergence Rounds
Computation Time (s)
FLTrust
Post-Quantum Secure=No
2026.01
95.8
92
38.6
FedMGDA+
Post-Quantum Secure=No
2026.01
95.2
89
51.4
Our Framework
Post-Quantum Secure=Yes
2026.01
95.1
94
31.1
CRFL
Post-Quantum Secure=No
2026.01
94.9
96
42.1
RFA
Post-Quantum Secure=No
2026.01
94.6
94
35.2
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