LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning.
Kamala VarmaYi ZhouNathalie BaracaldoAli AnwarPublished in: CLOUD (2021)
Keyphrases
- learning algorithm
- incremental learning
- computational complexity
- learning process
- dynamic programming
- gradient information
- optimal solution
- matching algorithm
- detection algorithm
- cost function
- high accuracy
- optimization algorithm
- segmentation algorithm
- online learning
- learning speed
- simulated annealing
- computational cost
- experimental evaluation
- significant improvement
- k means
- objective function
- reinforcement learning
- particle swarm optimization
- theoretical analysis
- active learning
- search space
- association rules
- learning tasks
- machine learning