Search Results for author: Shanghao Shi

Found 2 papers, 1 papers with code

ProFLingo: A Fingerprinting-based Copyright Protection Scheme for Large Language Models

1 code implementation3 May 2024 Heng Jin, Chaoyu Zhang, Shanghao Shi, Wenjing Lou, Y. Thomas Hou

Our scheme checks the effectiveness of these adversarial examples on a suspect model to determine whether it has been derived from the original model.

Scale-MIA: A Scalable Model Inversion Attack against Secure Federated Learning via Latent Space Reconstruction

no code implementations10 Nov 2023 Shanghao Shi, Ning Wang, Yang Xiao, Chaoyu Zhang, Yi Shi, Y. Thomas Hou, Wenjing Lou

Unlike existing approaches treating models as black boxes, Scale-MIA recognizes the importance of the intricate architecture and inner workings of machine learning models.

Federated Learning

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