Privacy and Security in Machine Learning

As machine learning uses patterns of data, how can we address risk of privacy from security? Ok, yes, a very interesting topic. So there's two different sides. You've got both the training side of things, so the data required to do the model in the first place. And then you've got the inference side of things,. king inference from new data, so inferring, making prediction. Both the the start and the end, both has its touch point with data. From a security perspective, i think the prime thing is get the development up in the cloud, i think. But where do you actually own the data that you're building a model from? If you don't