Federated Lifelong Learning on FedKNOW 6 sequential tasks under LIE Attack (test)
68.52Average AccuracyLiFeChain
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LiFeChainAggregation Strategy=LiFeChain, CpT=2, Framework=FedKNOW2025.09 | 68.52 | -6.92 | |
| BulyanAggregation Strategy=Bulyan, CpT=2, Framework=FedKNOW2025.09 | 61.32 | -14.11 | |
| MedianAggregation Strategy=Median, CpT=2, Framework=FedKNOW2025.09 | 60.84 | -14.59 | |
| Trimmed MeanAggregation Strategy=T-Mean, CpT=2, Framework=FedKNOW2025.09 | 60.81 | -14.62 | |
| KrumAggregation Strategy=Krum, CpT=2, Framework=FedKNOW2025.09 | 60.66 | -14.77 |