LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning.
Kamala VarmaYi ZhouNathalie BaracaldoAli AnwarPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- optimization algorithm
- learning phase
- k means
- experimental evaluation
- detection algorithm
- np hard
- particle swarm optimization
- objective function
- learning speed
- computational complexity
- search space
- cost function
- similarity measure
- simulated annealing
- times faster
- learning process
- preprocessing
- incremental learning
- supervised learning
- online learning
- high accuracy
- worst case
- significant improvement
- expectation maximization
- matching algorithm
- digital images
- learning tasks
- evolutionary algorithm
- search algorithm
- gradient method