A Whole-Process Certifiably Robust Aggregation Method Against Backdoor Attacks in Federated Learning.
Anqi ZhouYezheng LiuYidong ChaiHongyi ZhuXinyue GeYuanchun JiangMeng WangPublished in: CoRR (2024)
Keyphrases
- significant improvement
- pairwise
- learning scheme
- training process
- online learning
- learning process
- cost function
- computational cost
- objective function
- high precision
- clustering method
- computationally efficient
- high accuracy
- image segmentation
- dynamic programming
- unsupervised learning
- active learning
- prior knowledge
- preprocessing
- highly accurate
- computational complexity
- recognition process
- watermarking method