Active Membership Inference Attack under Local Differential Privacy in Federated Learning

Keyphrases

• Federated Learning 100%
• Local Differential Privacy 100%
• Membership Inference Attack 100%
• Training Data 50%
• Privacy-preserving 25%
• Privacy Concerns 25%
• Global Model 25%
• Collaborative Learning 25%
• Benchmark Dataset 25%
• Differential Privacy 25%
• High Failure Rate 25%
• Private Training 25%
• Nonlinear Decision Boundary 25%
• Data Privacy Protection 25%

Computer Science

• Differential Privacy 100%
• Federated Learning 100%
• Privacy Protection 66%
• Training Data 66%
• Privacy Preserving 33%
• Data Privacy 33%
• Experimental Result 33%
• Decision Boundary 33%
• Collaborative Learning 33%