Published June 5, 2026 | Version v2

Sok: Private Transformer-based Model Inference

  • 1. ROR icon Northwest University

Description

This repository contains all the code and related data used in the experiments of the paper "SoK: Private Transformer-Based Model Inference." As this is a SoK (Systematization of Knowledge) work, all reproducible code is included. For details, please refer to the Markdown (MD) file. 

1. `README.md` contains an organization and summary of current PPTI-related papers.  
2. `README_artifacte.md` contains a description of the reproducible code for PPTI-related papers.  
3. `code4literature` contains the reproducible code.  
4. `cryptolib` contains commonly used privacy‑preserving computation implementation libraries (e.g., FHE/MPC, etc.).  
5. `imgs` contains the images used in `README.md`.

Files

SoK-PPLLM2.zip

Files (1.5 GB)

Name Size
md5:e83fb5ff952d45c5defa1729a992d9fd
1.5 GB Preview Download

Additional details

Software

Repository URL
https://github.com/yuntion/SoK-Ppti.git
Programming language
C++
Development Status
Wip