False Claims against Model Ownership Resolution

arXiv:2304.06607v3 Announce Type: replace
Abstract: Deep neural network (DNN) models are valuable intellectual property of model owners, constituting a competitive advantage. Therefore, it is crucial to develop techniques to protect against model theft. Model ownership resolution (MOR) is a class of techniques that can deter model theft. A MOR scheme enables an accuser to assert an ownership claim for a suspect model by presenting evidence, such as a watermark or fingerprint, to show that the suspect model was stolen or …

arxiv can claims class competitive cs.ai cs.cr intellectual property network neural network ownership property protect resolution techniques theft