Knowledge Base

Trust Frameworks

Trust and Trust Frameworks for Sovereign Data Sharing

Data sovereignty is essential in developing data sharing communities, use cases and infrastructures. Data sovereignty provides ‘entitled data holders’ with the means to define and enforce the conditions under which their sensitive data is shared. 

Trust and trust frameworks are fundamental in safeguarding data sovereignty; without them, the exchange of sensitive data may be inhibited:

  • Trust (as an objective) is the justified confidence that entities, data, and transactions conform to agreed conditions for sharing data, including rights, duties and usage conditions.  
  • Trust frameworks” (as the means) are the governance, legal, and technical instruments to realize trust in practice through identity and attestation management, accreditation of stakeholders and (trust) service providers, definition and enforcement of usage polices, authorizations, and audit. 

 

Due to this key importance of trust and trust frameworks for the data economy, the CoEDSC is actively addressing these topics as part of its knowledge development and distribution activities. As such, it has provided and contributed to multiple publications and white papers. 

CoE-DSC

A discussion paper introducing the concepts of the community-driven and participant-driven approach for trust frameworks across data sharing communities

CoE-DSC

Describing and positioning various cross-cutting trust framework categories and identifying criteria for their deployment.

CoE-DSC

A call to action for neutral orchestrators to the lead the development, deployment and adoption of harmonized trust frameworks

CoE-DSC

A more scientific paper on the architecture and role of the Common Carrier Layer as enabler for the participant-driven trust framework approach.

CoE-DSC

Providing an evaluation methodology for trust frameworks operating within a single data space, taking a broad scope and perspective on trust and trust frameworks.

European Commission

In addition, the CoE-DSC has contributed to the inputs to the European Data Innovation Board (EDIB) under the umbrella of the European Alliance for Industrial Data, Edge and Cloud. This document provides an exploration of the current landscape of data ecosystems, focusing (at a high-level) on how trust can be built, managed, and extended, without specifically addressing the topics of trust and trust frameworks for cross-community use cases.