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Decision Fusion on Distributed Sensor Network (n=20, m=10, ε=0.1)

0.0001Error ProbabilityOPT
-0.0144680.0835280.1815250.279522Nov 28, 2025

Evaluation results

MethodLinks
OPTByzantine attack model=Max entropy, Byzantine constraint=NB < n/32025.110.0001
SoftISByzantine attack model=Max entropy, Byzantine constraint=NB < n/32025.110.0001
HardISByzantine attack model=Max entropy, Byzantine constraint=NB < n/32025.110.0001
OPTByzantine attack model=Fixed number of nodes, nB=62025.110.0001
SoftISByzantine attack model=Fixed number of nodes, nB=62025.110.0001
HardISByzantine attack model=Fixed number of nodes, nB=62025.110.0002
OPTByzantine attack model=Fixed number of nodes, nB=82025.110.0004
OPTByzantine attack model=Max entropy, Byzantine constraint=NB < n/22025.110.0007
SoftISByzantine attack model=Fixed number of nodes, nB=82025.110.001
OPTByzantine attack model=Fixed number of nodes, nB=92025.110.0016
HardISByzantine attack model=Fixed number of nodes, nB=82025.110.0028
MajByzantine attack model=Max entropy, Byzantine constraint=NB < n/32025.110.0039
SoftISByzantine attack model=Max entropy, Byzantine constraint=NB < n/22025.110.0141
MajByzantine attack model=Fixed number of nodes, nB=62025.110.016
HardISByzantine attack model=Max entropy, Byzantine constraint=NB < n/22025.110.0271
OPTByzantine attack model=Independent nodes, alpha=0.32025.110.033
SoftISByzantine attack model=Independent nodes, alpha=0.32025.110.0346
HardISByzantine attack model=Independent nodes, alpha=0.32025.110.0364
SoftISByzantine attack model=Fixed number of nodes, nB=92025.110.0372
HardISByzantine attack model=Fixed number of nodes, nB=92025.110.0703
MajByzantine attack model=Independent nodes, alpha=0.32025.110.073
MajByzantine attack model=Fixed number of nodes, nB=82025.110.126
MajByzantine attack model=Max entropy, Byzantine constraint=NB < n/22025.110.154
OPTByzantine attack model=Independent nodes, alpha=0.42025.110.187
SoftISByzantine attack model=Independent nodes, alpha=0.42025.110.19
HardISByzantine attack model=Independent nodes, alpha=0.42025.110.193
MajByzantine attack model=Independent nodes, alpha=0.42025.110.239
MajByzantine attack model=Fixed number of nodes, nB=92025.110.279
OPTByzantine attack model=Independent nodes, alpha=0.452025.110.331
SoftISByzantine attack model=Independent nodes, alpha=0.452025.110.333
HardISByzantine attack model=Independent nodes, alpha=0.452025.110.334
MajByzantine attack model=Independent nodes, alpha=0.452025.110.363