Data-06 Efficient and compliant access to and use of data - Area 2

Cybernetica can contribute to Area 2 through the deployment and extension of its modular, privacy-preserving synthetic data generation framework (SynthGuard) which is currently at TRL 6 and validated in EU projects such as TEADAL and LAGO, (https://teadal.eu, https://cyber.ee/research/projects/lago))

We also have significant experience in privacy-preserving technologies, primarily through the deployment of cryptographic methods such as multi-party computation and trusted execution environments. Examples include:

-PETs for processing of mobile positioning data collected from the Mobile Network Operator infrastructure https://cros.ec.europa.eu/project-ESTAT-2019-0232

-Joint On-demand COmputation with No Data Exchange https://cros.ec.europa.eu/joconde

SynthGuard enables programmable synthetic data workflows that combine generative models, rule-based synthesis, and hybrid approaches. These workflows support data curation, labelling, annotation, and quality control, while preserving statistical correlations, causal structures, and user-defined patterns. This makes the solution particularly suitable for regulated domains (e.g., finance, identity, energy, mobility), where real data sharing is constrained but high-quality, semantically rich datasets are essential for AI development and cross-sector interoperability within Common European Data Spaces.