Preserving Privacy of Input Features Across All Stages of Collaborative Learning.
Jianrong LuLulu XueWei WanMinghui LiLeo Yu ZhangShengqing HuPublished in: ISPA/BDCloud/SocialCom/SustainCom (2023)
Keyphrases
- input features
- preserving privacy
- collaborative learning
- privacy preserving
- personal information
- machine learning algorithms
- data mining applications
- feature selection
- data privacy
- class labels
- private information
- privacy issues
- classification algorithm
- feature values
- support vector machine
- activation function
- learning process
- feature subset
- selected features
- differential privacy
- third party
- k nearest neighbor
- classification accuracy
- decision trees
- knn
- neural network