from Sensitive Data
Data Protection made in Europe
For Data Officers
For Data Scientists
DQ0 for shared data science
Use the value of your data and create data marketplaces
The DQ0 data quarantine is a secure data enclave which makes it easy to develop data-driven solutions and smoothly manage access for external or internal teams. Sensitive data can be safely added to DQ0 and shared across teams or individuals. Internal and external teams can derive general information and predictive models from the datasets, while sensitive information is never at risk. Data processing and model execution is performed inside the data quarantine. Everything developed with DQ0 will remain under control of the data owning company or individual. DQ0 allows you to create data marketplaces and grant everyone access without worrying about privacy.
DQ0 for use of external data
Integrate external data sources the secure way
The DQ0 data quarantine provides a mathematically proven solution for privacy-preserving data science. And it does that without altering the data itself. Therefore, sensitive data sources can be safely used for modelling by internal or external analysts. With DQ0 there is no need for data transformation pipelines for anonymization etc. Datasets will be used “as is”. Operations on those datasets can use complete data sets, including sensitive information. Information obtained from the data sets is always checked by DQ0 according to the strict criterion of differential privacy. Therefore, external partners can also provide you with data without having to worry about the protection of their data.
DQ0 for information security
Save costs and reduce the complexity of your information security
With DQ0, cybersecurity risks can be reduced dramatically. Data officers only grant access to a selected few (the “data owner team”). Everybody else will access the datasets through the DQ0 platform (“data analysts”). Therefore, with one single solution the information security team can manage access to sensitive information across the whole organization. Employees with access to the data through DQ0 can never causes data breaches, because they were never in control of the sensitive information. DQ0 is a mathematically proven and certified platform for secure data access and can reduce business risks and IT management complexity.
How does it work?
With DQ0, you get one-click privacy. The data does not move to the analysis; the analysis moves to the data. You do not need to implement expensive and error-prone data anonymization processes. Rather, with DQ0 data protection is implemented at the request level in a clever new way of differential privacy for machine learning. Fully compliant with GDPR.
The DQ0 Data Shield will be installed on premise right in front of your data warehouse solution or as a trusted cloud enclave with always-on end-to-end encryption. Either way the data is protected and at the same time securely available for advanced analytics for (external) data science teams.
DQ0 can handle any type of data: structured data as well as text documents, images or any other format.
The DQ0 SDK offers a standardized interface for generally available models as well as for self-developed models.