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are you tired of other people training on your data that annoys me every time it happens ah im mad about this uh if only there was a way to somehow mark your data and when other people train on it their computer would explode well this paper is a little bit like this not entirely the explosion part i think theyre still working on on a follow-up paper but in this case in this paper called radioactive data tracing through training um by alexander sableroll matis dus cordelia schmidt and erve jigu they develop a method that at least you can detect if a given model was trained on your data or not on your data and they call this process radioactive marking or radioactive data for short so the overview you can see its pretty easy paper actually the concept is pretty easy and its a nice concept and its been around in one form or another it touches on adversarial examples it touches on differential privacy but in essence it works like this if you have suspect if you suspect someone else