CREDIT: Certified Ownership Verification of Deep Neural Networks Against Model Extraction Attacks

This research introduces CREDIT, a novel framework leveraging mutual information to rigorously verify deep neural network ownership against extraction attack...

Level: advanced

By Bolin Shen, Zhan Cheng, Neil Zhenqiang Gong, Fan Yao, Yushun Dong

Category: research