A Differential Approach for Data and Classification Service-Based Privacy-Preserving Machine Learning Model in Cloud Environment.
Rishabh GuptaAshutosh Kumar SinghPublished in: New Gener. Comput. (2022)
Keyphrases
- decision trees
- privacy preserving
- machine learning
- privacy preserving classification
- data mining methods
- privacy guarantees
- data transformation
- privacy sensitive
- data privacy
- input data
- data collection
- data quality
- data sets
- privacy preserving data mining
- personal data
- sensitive data
- differentially private
- vertically partitioned data
- original data
- sensitive information
- private data
- preserving privacy
- data analysis
- data mining applications
- privacy requirements
- horizontally partitioned data
- differential privacy
- distributed data
- raw data
- data distribution
- data mining techniques
- knowledge discovery
- data sources
- feature space
- support vector
- data mining