Privacy Implications of Accelerometer Data [pdf]
I want to share a small project, closely related to the paper. You can try it out if you have free 5-10 minutes and an Android device:
<a href="https:&#x2F;&#x2F;edge-ml.dmz.teco.edu&#x2F;" rel="nofollow">https:&#x2F;&#x2F;edge-ml.dmz.teco.edu&#x2F;</a><p>You login; create a so-called workspace; add some labels like walking, jumping, tapping on the device etc.. (simple actions for testing purposes); collect data for your labels with your mobile device and create a machine learning model with a single click. Then scan the QR-code of the model and your actions are predicted by the model in real-time. It&#x27;s really interesting how accurate the predictions are even with a small sample size.