2024 "secure inference" Papers

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Conference

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Paper Type

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CipherDM: Secure Three-Party Inference for Diffusion Model Sampling

Xin Zhao, Xiaojun Chen, Xudong Chen et al.

ECCV 2024posterarXiv:2409.05414
3
citations

Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption

Itamar Zimerman, Moran Baruch, Nir Drucker et al.

ICML 2024poster

GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs

Zheng Zhang, Na Wang, Ziqi Zhang et al.

ICML 2024poster

Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption

Jae-yun Kim, Saerom Park, Joohee Lee et al.

ICML 2024poster