Federated Lifelong Learning on FedKNOW (6 sequential tasks) under AGR-agnostic Attack (test)
67.68Average AccuracyLiFeChain
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LiFeChainAggregation Strategy=LiFeChain, CpT=2, Framework=FedKNOW2025.09 | 67.68 | -7.75 | |
| BulyanAggregation Strategy=Bulyan, CpT=2, Framework=FedKNOW2025.09 | 66.04 | -9.39 | |
| MedianAggregation Strategy=Median, CpT=2, Framework=FedKNOW2025.09 | 64.62 | -10.81 | |
| Trimmed MeanAggregation Strategy=T-Mean, CpT=2, Framework=FedKNOW2025.09 | 62.51 | -12.93 | |
| KrumAggregation Strategy=Krum, CpT=2, Framework=FedKNOW2025.09 | 62.06 | -13.38 |