Techniques for providing intuitive feedback to a user regarding which applications have access to a data stream captured by a privacy-sensitive device, such as a camera, a microphone, a location sensor, an accelerometer or the like. These techniques apprise the user of when an application is receiving potentially privacy-sensitive data and the identity of the application receiving the data. In some instances, this feedback comprises a graphical icon that visually represents the data stream being received and that dynamically alters with the received data stream. For instance, if an application receives a data stream from a camera of a computing device of the user, the described techniques may display an image of the video feed captured by the camera and being received by the application. This graphical icon intuitively alerts the user of the data stream that the application receives.