3DCrypt: Privacy-preserving Pre-classification Volume Ray-casting of 3D Images in the Cloud.
Manoranjan MohantyMuhammad Rizwan AsgharGiovanni RusselloPublished in: SECRYPT (2016)
Keyphrases
- privacy preserving
- ray casting
- privacy preserving classification
- support vector machine classification
- volume rendering
- privacy preservation
- vertically partitioned data
- privacy preserving data mining
- volume data
- multi party
- privacy protection
- data privacy
- sensitive information
- sensitive data
- decision trees
- private information
- support vector machine
- feature vectors
- privacy concerns
- privacy preserving association rule mining
- naive bayesian classification
- differential privacy
- privacy issues
- support vector
- horizontally partitioned data
- privacy sensitive
- scalar product
- feature extraction
- cloud computing
- preprocessing
- ray tracing
- feature space
- machine learning
- emerging patterns
- secure multiparty computation
- general purpose
- fine grained
- optimization process