Inference Attack on Federated Learning environments Authorized Access (test)
35.96Inference Attack AccuracySecureGate
Evaluation results
| Method | Links | |
|---|---|---|
| SecureGateClient=12026.02 | 35.96 | |
| SecureGateClient=102026.02 | 35.9 | |
| SecureGateClient=92026.02 | 32.1 | |
| FedYogiClient=12026.02 | 30.12 | |
| SecureGateClient=52026.02 | 29.87 | |
| SecureGateClient=82026.02 | 29.87 | |
| FedAvgMClient=102026.02 | 28.57 | |
| SecureGateClient=72026.02 | 28.05 | |
| FedAdamClient=12026.02 | 26.74 | |
| SecureGateClient=32026.02 | 26.74 | |
| SecureGateClient=22026.02 | 25.64 | |
| SecureGateClient=Average2026.02 | 25.2 | |
| SecureGateClient=62026.02 | 25 | |
| FedAvgMClient=12026.02 | 24.14 | |
| FedYogiClient=22026.02 | 22.5 | |
| FedAdamClient=92026.02 | 22.22 | |
| FedAdamClient=22026.02 | 22.08 | |
| SecureGateClient=42026.02 | 21.79 | |
| FedYogiClient=32026.02 | 21.59 | |
| FedAvgClient=52026.02 | 21.43 | |
| FedAdamClient=82026.02 | 21.33 | |
| FedYogiClient=42026.02 | 21.25 | |
| FedYogiClient=92026.02 | 20.93 | |
| FedAvgMClient=92026.02 | 20.69 | |
| FedAvgMClient=22026.02 | 20.48 | |
| FedAvgMClient=32026.02 | 20.45 | |
| FedAdagradClient=52026.02 | 20.25 | |
| FedAdamClient=32026.02 | 20.24 | |
| FedAvgMClient=Average2026.02 | 20.12 | |
| FedYogiClient=Average2026.02 | 20.01 | |
| FedAvgClient=12026.02 | 20 | |
| FedYogiClient=102026.02 | 20 | |
| FedAdamClient=62026.02 | 19.54 | |
| FedYogiClient=62026.02 | 19.51 | |
| FedAvgClient=62026.02 | 19.32 | |
| FedAdamClient=Average2026.02 | 19.18 | |
| FedAvgMClient=52026.02 | 19.1 | |
| FedAvgClient=102026.02 | 18.99 | |
| FedAvgMClient=42026.02 | 18.82 | |
| FedYogiClient=72026.02 | 18.6 | |
| FedAvgMClient=62026.02 | 18.29 | |
| FedAvgClient=82026.02 | 17.86 | |
| FedAdamClient=42026.02 | 17.65 | |
| FedAvgClient=Average2026.02 | 17 | |
| FedAvgClient=92026.02 | 16.85 | |
| FedAdamClient=52026.02 | 16.47 | |
| FedAvgClient=42026.02 | 16.46 | |
| FedAdagradClient=62026.02 | 16.46 | |
| FedAdagradClient=102026.02 | 16.46 | |
| FedAvgMClient=72026.02 | 15.56 | |
| FedAvgMClient=82026.02 | 15.12 | |
| FedAdagradClient=22026.02 | 15 | |
| FedAdamClient=102026.02 | 14.81 | |
| FedAdagradClient=12026.02 | 14.1 | |
| FedAvgClient=22026.02 | 14.1 | |
| FedAdagradClient=Average2026.02 | 13.4 | |
| FedAvgClient=72026.02 | 13.19 | |
| FedYogiClient=52026.02 | 13.1 | |
| FedYogiClient=82026.02 | 12.5 | |
| FedAvgClient=32026.02 | 11.76 | |
| FedAdagradClient=82026.02 | 11.76 | |
| FedAdagradClient=42026.02 | 11.39 | |
| FedAdagradClient=92026.02 | 11.39 | |
| FedAdamClient=72026.02 | 10.71 | |
| FedAdagradClient=32026.02 | 9.76 | |
| FedAdagradClient=72026.02 | 7.41 |