Changhao Ding

Consensus Learning with Multi-Party Perturbation Triggers for Secure Model Access

With the widespread deployment of deep learning models in multi-party collaborative scenarios, the issues of secure model access control and intellectual property (IP) protection have become increasingly critical. To address the limitations of existing methods that lack proactive defense mechanisms