When we talk about Privacy Enhancing Techniques (PETs) we often don’t consider what we really mean by “privacy”. We often miss the nuance that “privacy” can come in many different shapes and sizes. Understanding different types of privacy and how to measure them allows us to ensure our data is secure for a given application and can help us select the right PETs to achieve appropriate levels of privacy