POSTER: Double-Dip: Thwarting Label-Only Membership Inference Attacks with Transfer Learning and Randomization.
Arezoo RajabiReeya PimpleAiswarya JanardhananSurudhi AsokrajBhaskar RamasubramanianRadha PoovendranPublished in: AsiaCCS (2024)
Keyphrases
- transfer learning
- label information
- knowledge transfer
- learning tasks
- labeled data
- reinforcement learning
- text classification
- machine learning
- transfer knowledge
- structure learning
- active learning
- collaborative filtering
- multi task learning
- multi task
- manifold alignment
- multi label
- class labels
- semi supervised learning
- text categorization
- transferring knowledge
- cross domain
- learning algorithm
- machine learning algorithms
- unlabeled data
- unsupervised learning
- object recognition
- domain adaptation
- cross domain learning
- data sets
- target domain
- k nearest neighbor
- training data
- data mining
- neural network