A Differential Approach for Data and Classification Service based Privacy-Preserving Machine Learning Model in Cloud Environment.
Rishabh GuptaAshutosh Kumar SinghPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- machine learning
- data sets
- data privacy
- data analysis
- privacy guarantees
- raw data
- vertically partitioned data
- private data
- personal data
- sensitive information
- data collection
- input data
- support vector machine
- decision trees
- data transformation
- sensitive data
- privacy sensitive
- private information
- data quality
- original data
- knowledge discovery
- distributed data
- feature selection
- database
- privacy concerns
- privacy preserving data mining
- similarity function
- privacy issues
- data sources
- differentially private
- data mining
- horizontally partitioned