Dataset Inference: Ownership Resolution in Machine Learning

Pratyush Maini, Mohammad Yaghini, Nicolas Papernot

With increasingly more data and computation involved in their training, machine learning models constitute valuable intellectual property. This has spurred interest in model steali…