Enhanced Mixup Training: a Defense Method Against Membership Inference Attack.
Zongqi ChenHongwei LiMeng HaoGuowen XuPublished in: ISPEC (2021)
Keyphrases
- detection method
- bayesian networks
- parameter estimation
- synthetic data
- preprocessing
- significant improvement
- cost function
- experimental evaluation
- computational cost
- training samples
- high precision
- feature set
- pairwise
- training process
- probabilistic inference
- training phase
- prior information
- learning algorithm
- inference process
- clustering method
- support vector machine svm
- supervised learning
- active learning
- similarity measure