SPFL: A Self-purified Federated Learning Method Against Poisoning Attacks.
Zizhen LiuWeiyang HeChip-Hong ChangJing YeHuawei LiXiaowei LiPublished in: CoRR (2023)
Keyphrases
- prior knowledge
- detection method
- cost function
- high accuracy
- high precision
- preprocessing
- learning scheme
- unsupervised learning
- online learning
- classification accuracy
- computational cost
- experimental evaluation
- learning process
- similarity measure
- digital images
- edge detection
- active learning
- clustering method
- synthetic data
- classification method
- pairwise