Security Evaluation (Data Poisoning and Backdoor Attacks) on Unspecified Dataset (test)
98.1Accuracy (5% Malicious)SafeLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SafeLM2026.04 | 98.1 | 97.3 | 95.4 | 6.8 | 98 | |
| FedAvg + Krum2026.04 | 97.8 | 96.1 | 92.7 | 23.4 | 97.5 | |
| signSGD2026.04 | 97.6 | 95.8 | 91.4 | 31.2 | 97.8 | |
| FedAvg2026.04 | 97.1 | 94.3 | 88.2 | 91.3 | 98.2 |