A software platform for devloping and testing shared AI is envisoned that goes beyond standard federated learning by taking transfer learning into account:

  • Development Platform: to support the configuration, instantiation and orchestration of pipelines for training transfer learning and confidentiality preservation algorithms;
  • Test Environment: for modeling threat and attack scenarios to evaluate privacy and confidentiality protection and identify vulnerabilities;