Machine Learning, NLP, Computer Vision, Information Retrieval, Transformers.
send the weights of your model to the hospital and the hospital calculates some weight updates and sends them back to you. Now, if you were a very clever bad actor — an adversary — could you infer any individual data from the training dataset given the weights updates? Differential Privacy takes