"homomorphic encryption" Papers

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A New Federated Learning Framework Against Gradient Inversion Attacks

Pengxin Guo, Shuang Zeng, Wenhao Chen et al.

AAAI 2025paperarXiv:2412.07187
8
citations

IDFace: Face Template Protection for Efficient and Secure Identification

Sunpill Kim, Seunghun Paik, Chanwoo Hwang et al.

ICCV 2025arXiv:2507.12050
5
citations

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

Dong Chen, Hongyuan Qu, Guangwu Xu

ICML 2024

All Rivers Run to the Sea: Private Learning with Asymmetric Flows

Yue Niu, Ramy E. Ali, Saurav Prakash et al.

CVPR 2024arXiv:2312.05264
3
citations

Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption

Itamar Zimerman, Moran Baruch, Nir Drucker et al.

ICML 2024arXiv:2311.08610
22
citations

Fast White-Box Adversarial Streaming Without a Random Oracle

Ying Feng, Aayush Jain, David Woodruff

ICML 2024arXiv:2406.06808
3
citations

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

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

ICML 2024