10 Putting it all together: Designing a privacy-enhanced platform (DataHub)
- Requirements for a privacy-enhanced platform for collaborative work
- The different components of a research collaboration workspace
- Privacy and security requirements in real-world applications
- Integrating privacy and security technologies in a research data protection and sharing platform
10.1 The significance of a research data protection and sharing platform
10.1.1 The motivation behind the DataHub platform
10.1.2 DataHub’s important features
10.2 Understanding the research collaboration workspace
10.2.1 The architectural design
10.2.2 Blending different trust models
10.2.3 Configuring access control mechanisms
10.3 Integrating privacy and security technologies into DataHub
10.3.1 Data storage with a cloud-based secure NoSQL database
10.3.2 Privacy-preserving data collection with local differential privacy
10.3.3 Privacy-preserving machine learning
10.3.4 Privacy-preserving query processing
10.3.5 Using synthetic data generation in the DataHub platform
