Poisoning Attack Mitigation on EMNIST
98.51F1 ScoreGShield
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GShieldSafeRound=5, PMR=5%2025.12 | 98.51 | 99.193 | |
| GShieldSafeRound=5, PMR=10%2025.12 | 98.42 | 98.891 | |
| FLAMESafeRound=15, PMR=25%2025.12 | 98.4 | 86.741 | |
| GShieldSafeRound=5, PMR=25%2025.12 | 98.39 | 97.949 | |
| GShieldSafeRound=5, PMR=15%2025.12 | 98.34 | 99.064 | |
| GShieldSafeRound=15, PMR=25%2025.12 | 98.3 | 88.391 | |
| GShieldSafeRound=5, PMR=20%2025.12 | 98.24 | 98.343 |