Federated Lifelong Learning on FedKNOW (6 sequential tasks) under DBA Attack (test)
71.6AccuracyLiFeChain
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LiFeChainAggregation Strategy=LiFeChain, CpT=2, Framework=FedKNOW2025.09 | 71.6 | -3.83 | |
| KrumAggregation Strategy=Krum, CpT=2, Framework=FedKNOW2025.09 | 61.62 | -13.82 | |
| Trimmed MeanAggregation Strategy=T-Mean, CpT=2, Framework=FedKNOW2025.09 | 61.59 | -13.84 | |
| BulyanAggregation Strategy=Bulyan, CpT=2, Framework=FedKNOW2025.09 | 60.8 | -14.63 | |
| MedianAggregation Strategy=Median, CpT=2, Framework=FedKNOW2025.09 | 59.28 | -16.15 |