Novel techniques, such as cloud computing or the Internet of Things, are increasingly popular but they also have some real challenges. One of the main concerns is privacy and security, which are essential assets especially in health related services. Remote monitoring is a novel technique combining IoT and cloud techniques benefiting both the client and the assisted living service provider. In this paper, we propose a new way of achieving privacy-preserving remote health monitoring. We design a way of using garbling schemes for implementing privacy-preserving monitoring. We also provide an implementation for garbling the health assessment procedure.