(This is a continuation of the previous article)
Technology Architecture
The Kris Gopalakrishna Committee (KGC) has also added key guiding principles on technology that can be used for creating and functioning of shared data directories, data bases and for digital implementation of rules and regulations related to data sharing briefly indicated below.
Mechanisms for Accessing data
All sharable Non-Personal Data and datasets created or maintained should have a REST (Representational State Transfer) API for accessing the data.
Data sandboxes can be created where experiments can be run, algorithms can be deployed and only output being shared, without sharing the data.
Distributed for Data Security
data storage in a distributed format so that there is no single point of leakage; sharing to be undertaken using APIs only, such that all requests can be tracked and logged; all requests for data must be operated after registering with the company for data access etc.
Even when data is stored in a distributed or federated form, as appropriate, there could be coordinated management of them like would be required for data trusts and data infrastructures for important Non-Personal Data in different sectors.
Creating a standardized data exchange approach for data collation and exchange.
Prevent de-anonymization by using the best of the breed differential privacy algorithm.
A system architecture to enable the implementation of the guidelines has also been provided by the Committee.
(To be continued)
Naavi
