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Hello everyone, I'm going with my colleague Emily to introduce our recent work on persistent and unforgeable watermarks for deep neural networks. This joint work with Ben Heather from scent lab at the University of Chicago focuses on protecting intellectual properties for neural networks by embedding watermarks into the model. Neural networks are popular and widely used in daily life for tasks such as face recognition, voice recognition, and self-driving cars. A deep neural network is a machine learning method with multiple layers and neurons, aiming to mimic human brains. In this cat and dog classification model, images are inputted into the model to classify them.
