Although cloud computing can be considered mainstream today, there is still a lack of trust in cloud providers, when it comes to the processing of private or sensitive data. This lack of trust is rooted in the lack of transparency of the provider's data handling practices, security controls and their technical infrastructures. This problem worsens when cloud services are not only provisioned by a single cloud provider, but a combination of several independent providers.