Joonsang Baek

IPRemover: A Generative Model Inversion Attack against Deep Neural Network Fingerprinting and Watermarking

Training Deep Neural Networks (DNNs) can be expensive when data is difficult to obtain or labeling them requires significant domain expertise. Hence, it is crucial that the Intellectual Property (IP) of DNNs trained on valuable data be protected against IP infringement. DNN fingerprinting and waterm…