Multi-Party Computation


Description

Secure Multi-Party Computation (MPC) is a set of cryptographic techniques that allow for generating functionality for federated databases without the need to copy the data to a central database. Conceptually the functionality works as if the data were in a central database, while the cryptographic measures ensure data confidentiality. In the context of AI research, MPC is often employed to enable machine learning on federated databases with high levels of confidentiallity.


WHAT DOES TNO OFFER ON MULTI-PARTY COMPUTATION?

  • Various TNO projects are related to Multi-Party Computation, for details on this see below. For more information about MPC, have a look here: https://www.tno.nl/mpc.