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Benchmarks
Medical Imaging Classification on Medical Imaging synthetic (test)
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0.149
Mean Round Time (s)
Standard FL
0.03848
0.78449
1.5305
2.27651
Mar 3, 2026
Mean Round Time (s)
Final Accuracy
Final Loss
Mean Message Size (KB)
Byzantine Detection Rate
Updated 4mo ago
Evaluation Results
Method
Method
Links
Mean Round Time (s)
Final Accuracy
Final Loss
Mean Message Size (KB)
Byzantine Detection Rate
Standard FL
Quantum resistance=✗,...
2026.03
0.149
23
15.37
4,258
0
FL + ML-KEM
Quantum resistance=✓,...
2026.03
2.376
23.5
21.14
4,298
0
ZKFL-PQ
Quantum resistance=✓,...
2026.03
2.912
100
0.006
99
100
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