Defending Poisoning Attacks in Federated Learning via Adversarial Training Method.
Jiale ZhangDi WuChengyong LiuBing ChenPublished in: FCS (2020)
Keyphrases
- detection method
- high accuracy
- learning scheme
- training phase
- preprocessing
- active learning
- unsupervised learning
- online learning
- machine learning
- learning stage
- learning mechanism
- training process
- supervised learning
- dynamic programming
- significant improvement
- pairwise
- similarity measure
- learning tasks
- computer based training
- neural network
- learning speed
- clustering algorithm
- reinforcement learning
- training algorithm
- multi agent
- neural nets
- support vector machine
- segmentation method
- clustering method
- training samples
- text classification
- probabilistic model