PrivGNN: High-Performance Secure Inference for Cryptographic Graph Neural Networks

Fuyi Wang, Zekai Chen, Mingyuan Fan 0003, Jianying Zhou 0001, Lei Pan 0002, Leo Yu Zhang. PrivGNN: High-Performance Secure Inference for Cryptographic Graph Neural Networks. In Christina Garman, Pedro Moreno-Sanchez, editors, Financial Cryptography and Data Security - 29th International Conference, FC 2025, Miyakojima, Japan, April 14-18, 2025, Revised Selected Papers, Part II. Volume 15752 of Lecture Notes in Computer Science, pages 347-365, Springer, 2025. [doi]

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