Everyone agrees that some information must be kept private, such as your medical history. But databases that hold such data can be very useful for large scale research, for example in medical trials. How can we use such data while still respecting people's privacy? Three ERC funded researchers are exploring how multiparty computation can work to access the contents of different databases without having to compromise privacy.