2024 "homomorphic encryption" Papers

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AegisFL: Efficient and Flexible Privacy-Preserving Byzantine-Robust Cross-silo Federated Learning

Dong Chen, Hongyuan Qu, Guangwu Xu

ICML 2024poster

Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption

Itamar Zimerman, Moran Baruch, Nir Drucker et al.

ICML 2024posterarXiv:2311.08610

Fast White-Box Adversarial Streaming Without a Random Oracle

Ying Feng, Aayush Jain, David Woodruff

ICML 2024posterarXiv:2406.06808

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

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

ICML 2024poster