LACE2: Better Privacy-Preserving Data Sharing for Cross Project Defect Prediction.
Fayola PetersTim MenziesLucas LaymanPublished in: ICSE (1) (2015)
Keyphrases
- data sharing
- privacy preserving
- data privacy
- private data
- defect prediction
- homomorphic encryption
- software projects
- privacy protection
- data access
- sensitive data
- data integration
- privacy preserving data mining
- differential privacy
- vertically partitioned data
- privacy preservation
- distributed data
- data providers
- information sharing
- project management
- peer to peer
- data management
- privacy concerns
- software development
- personal data
- sensitive information
- secure multiparty computation
- private information
- source code
- software repositories
- case study
- data sets
- data collection
- metadata