ALGANs: Enhancing membership inference attacks in federated learning with GANs and active learning

Keyphrases

• Active Learning 100%
• Networked Learning 100%
• Generative Adversarial Networks 100%
• Federated Learning 100%
• Membership Inference Attack 100%
• Labeled Data 50%
• Attack Data 50%
• Copyright 16%
• Learning Model 16%
• Training Data 16%
• Inference Methods 16%
• Model Output 16%
• Privacy Protection 16%
• Inference Attack 16%
• Data Diversity 16%
• Classifier Model 16%
• Membership Inference 16%

Computer Science

• Active Learning 100%
• Generative Adversarial Networks 100%
• Federated Learning 100%
• Experimental Result 16%
• Inference Method 16%
• Classifier Model 16%
• Privacy Protection 16%
• Training Dataset 16%
• Data Diversity 16%