Ensembler: Combating model inversion attacks using model ensemble during
collaborative inference

Ensembler: Combating model inversion attacks using model ensemble during collaborative inference

19 January 2024

Dancheng Liu

Jinjun Xiong

Papers citing "Ensembler: Combating model inversion attacks using model ensemble during collaborative inference"

4 / 4 papers shown

Title
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence Haoran Li Mingshi Xu Yangqiu Song 77 43 0 04 May 2023
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU Sijun Tan Brian Knott Yuan Tian David J. Wu BDL FedML 55 181 0 22 Apr 2021
Training Data Leakage Analysis in Language Models Huseyin A. Inan Osman Ramadan Lukas Wutschitz Daniel Jones Victor Rühle James Withers Robert Sim MIACV PILM 29 9 0 14 Jan 2021
CrypTFlow2: Practical 2-Party Secure Inference Deevashwer Rathee Mayank Rathee Nishant Kumar Nishanth Chandran Divya Gupta Aseem Rastogi Rahul Sharma 75 301 0 13 Oct 2020