FedTop: a constraint-loosed federated learning aggregation method against poisoning attack.
Che WangZhenhao WuJianbo GaoJiashuo ZhangJunjie XiaFeng GaoZhi GuanZhong ChenPublished in: Frontiers Comput. Sci. (2024)
Keyphrases
- prior knowledge
- experimental evaluation
- reinforcement learning
- detection method
- dynamic programming
- learning mechanism
- learning scheme
- synthetic data
- clustering method
- learning algorithm
- preprocessing
- online learning
- objective function
- computational cost
- pairwise
- cost function
- significant improvement
- learning process
- machine learning
- classification accuracy
- k means
- computational complexity
- segmentation method
- high precision
- training process
- website