Illicit Transaction Detection on Elliptic Bitcoin dataset
80F1 ScoreRandom Forest
Evaluation results
| Method | Links | |
|---|---|---|
| Random ForestAccess=Full, Topology=Full2026.01 | 80 | |
| GraphSAGEAccess=Full, Topology=Full2026.01 | 65 | |
| GCNAccess=Full, Topology=Full2026.01 | 61 | |
| FedGraph-VASPAccess=Federated, Topology=Explicit2026.01 | 50.8 | |
| FedAvgAccess=Federated, Topology=Implicit2026.01 | 50 | |
| FedSage+Access=Federated, Topology=Generative2026.01 | 45.3 | |
| Local GNNAccess=Silo, Topology=None2026.01 | 38.9 |