Ditto: Quantization-aware Secure Inference of Transformers upon MPC

Ditto: Quantization-aware Secure Inference of Transformers upon MPC

9 May 2024

Haoqi Wu

Papers citing "Ditto: Quantization-aware Secure Inference of Transformers upon MPC"

4 / 4 papers shown

Title
Nimbus: Secure and Efficient Two-Party Inference for Transformers Zhengyi Li Kang Yang Jin Tan Wen-jie Lu Haoqi Wu ... Yu Yu Derun Zhao Yancheng Zheng M. Guo Jingwen Leng 72 2 0 24 Nov 2024
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU Sijun Tan Brian Knott Yuan Tian David J. Wu BDL FedML 57 183 0 22 Apr 2021
I-BERT: Integer-only BERT Quantization Sehoon Kim A. Gholami Z. Yao Michael W. Mahoney Kurt Keutzer MQ 93 341 0 05 Jan 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,956 0 20 Apr 2018