Detection and Mitigation of Label-Flipping Attacks in Federated Learning Systems with KPCA and K-Means.
Dongcheng LiW. Eric WongWei WangYao YaoMatthew ChauPublished in: DSA (2021)
Keyphrases
- learning systems
- k means
- machine learning
- computer supported
- learning process
- learning materials
- learning resources
- learning environment
- learning styles
- attack detection
- human learning
- support systems
- kernel principal component analysis
- adaptive systems
- data clustering
- discriminant analysis
- feature extraction
- watermarking scheme
- spectral clustering
- digital libraries
- feature vectors
- learning experience
- data mining
- clustering method
- text classification
- face recognition