Federated Learning Image Classification on CIFAR-100
11AccuracyFLANDERS + FedAvg
Evaluation results
| Method | Links | |
|---|---|---|
| FLANDERS + FedAvgAttack Strategy=LIE, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 11 | |
| FLANDERS + FedAvgAttack Strategy=OPT, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 11 | |
| FLANDERS + FedAvgAttack Strategy=AGR-MM, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 10 | |
| FLANDERS + FedAvgAttack Strategy=GAUSS, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 9 | |
| FedAvgAttack Strategy=GAUSS, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 1 | |
| FedAvgAttack Strategy=LIE, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 1 | |
| FedAvgAttack Strategy=OPT, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 1 | |
| FedAvgAttack Strategy=AGR-MM, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 1 | |
| FLDetector + FedAvgAttack Strategy=GAUSS, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 1 | |
| FLDetector + FedAvgAttack Strategy=LIE, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 1 | |
| FLDetector + FedAvgAttack Strategy=OPT, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 1 | |
| FLDetector + FedAvgAttack Strategy=AGR-MM, Poisoning Ratio (r)=0.8, Number of Rounds (T)=502023.03 | 1 |