Converting Transformers to Polynomial Form for Secure Inference Over
Homomorphic Encryption

Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption

15 November 2023

Itamar Zimerman

Lior Wolf

Papers citing "Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption"

5 / 5 papers shown

Title
CipherPrune: Efficient and Scalable Private Transformer Inference Yancheng Zhang J. Xue Mengxin Zheng Mimi Xie Mingzhe Zhang Lei Jiang Qian Lou 48 2 0 24 Feb 2025
Encryption-Friendly LLM Architecture Donghwan Rho Taeseong Kim Minje Park Jung Woo Kim Hyunsik Chae Jung Hee Cheon Ernest K. Ryu 52 1 0 24 Feb 2025
ReLU's Revival: On the Entropic Overload in Normalization-Free Large Language Models N. Jha Brandon Reagen OffRL AI4CE 28 0 0 12 Oct 2024
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption Garam Lee Minsoo Kim J. Park Seung-won Hwang Jung Hee Cheon 38 16 0 05 Oct 2022
Primer: Searching for Efficient Transformers for Language Modeling David R. So Wojciech Mañke Hanxiao Liu Zihang Dai Noam M. Shazeer Quoc V. Le VLM 83 152 0 17 Sep 2021