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Benchmarks
IoT Anomaly Detection on IoT-23
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95.44
Accuracy
SwarmSense-DNN
85.0608
87.7554
90.45
93.1446
Jun 10, 2026
Accuracy
Communication Efficiency
Privacy Score
Fault Tolerance
Scalability
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Communication Efficiency
Privacy Score
Fault Tolerance
Scalability
SwarmSense-DNN
Bio-Insp.=Yes
2026.06
95.44
-
-
-
-
Distributed GNN
Bio-Insp.=No
2026.06
90.18
-
-
-
-
Ensemble-Dist
Bio-Insp.=No
2026.06
89.28
-
-
-
-
Swarm Learning
Bio-Insp.=Yes
2026.06
88.9
-
-
-
-
Coop. Learning
Bio-Insp.=Yes
2026.06
87.65
-
-
-
-
Edge-FL
Bio-Insp.=No
2026.06
87.38
-
-
-
-
FedAvg-AD
Bio-Insp.=No
2026.06
85.46
-
-
-
-
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