PROJECT RESULTS

Full Stack Security Layer

Spanning across all layers, it ensures that each component (from data access to HPC deployment) adheres to the required security and privacy standards, particularly when handling sensitive data.

Security is enforced both at data and infrastructure levels:

 

  • Data Security

Protection of data in transit and at rest (encryption, access control), depending and adjusting to the needs of each particular use case or application.

  • ML Model Security

ML models must protect their integrity and confidentiality during model training and inference, for example via homomorphic encryption.

  • Cybersecurity

Monitoring and defending against threats on the compute continuum infrastructure that could compromise service continuity, gather its data or alter their computed results.