Privacy-Preserving and Verifiable Cloud-Aided Disease Diagnosis and Prediction With Hyperplane Decision-Based Classifier.
Yuhang ShaoChengliang TianLidong HanHequn XianJia YuPublished in: IEEE Internet Things J. (2022)
Keyphrases
- privacy preserving
- hyperplane
- disease diagnosis
- training samples
- support vector
- feature space
- svm classifier
- support vector machine
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- data points
- kernel function
- data privacy
- training set
- input space
- privacy concerns
- private information
- cloud computing
- comparative analysis
- training data
- sensitive information
- principal components
- multi party
- feature selection
- learning algorithm
- training examples
- feature set
- support vectors
- logistic regression
- kernel methods
- high dimensional feature space
- principal component analysis
- decision trees
- heart disease
- differential privacy
- preprocessing
- high dimensional
- classification accuracy
- image classification
- class labels
- convex hull