SECURED Services

Here you can have an overview of the available services of SECURED Innohub. You can directly use one of the provided services from the Innohub following the given instructions.

Available Services

Synthetic Data Generator

The Synthetic Data Generation tool aims to provide data that is statistically similar to the original data but does not convey information from the original data.

Bias Assessment

Given a target dataset and reference dataset with a known sensitive attribute, the tool provides different metrics.

Unbiasing

Given a model, a sensitive attribute and a balanced dataset, this service provides the user with some approaches that can mitigate the bias.

Anonymization Decision Support

The Anonymization Decision Support is a comprehensive service designed to help data owners and researchers select the most appropriate data anonymization technologies based on their specific requirements.

Legal/GDPR Compliance Check

The SECURED Innohub aims to assist users in identifying the relevant legislation and guidelines.

Deanonymization Risk Assessment

The De-Anonymization Risk Assessment Decision Service is a web-based tool that allows data owners to evaluate the re-identification risk and privacy of anonymized datasets.

Federated Learning

The Innohub Federated Learning service eases the orchestration of the collaborative training via a GUI to configure the InnoHUB Federated Learning Tool