Membership Inference Attacks are Easier on Difficult Problems

Keyphrases

• Difficult Problem 100%
• Membership Inference Attack 100%
• Reconstruction Error 60%
• Predictability Error 40%
• Neural Network Model 20%
• Image-to-image Translation 20%
• Semantic Segmentation 20%
• Training Set 20%
• Copyright 20%
• Medical Image Segmentation 20%
• Image Semantics 20%
• Memorization 20%
• High-dimensional Output 20%
• High-dimensional Input 20%

Computer Science

• Membership Inference Attack 100%
• Reconstruction Error 60%
• Image Segmentation 40%
• Image Translation 20%
• Neural Network Model 20%