SCFL: Mitigating backdoor attacks in federated learning based on SVD and clustering

Computer Science

• Attackers 16%
• Auxiliary Information 16%
• Backdoors 100%
• Cosine Similarity 16%
• Data Distribution 16%
• Distributed Machine Learning 16%
• Experimental Result 16%
• Federated Learning 100%
• k-means Clustering 16%
• Learning Process 16%
• Learning Systems 16%
• Mean Clustering Algorithm 16%
• Privacy Preserving 16%
• Singular Value 100%
• Training Data 16%
• Training Process 16%