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Published May 21, 2026 | Version v1

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-PPLLM.zip

Files (2.1 GB)

Name Size
md5:19296d96d59c63fa05a4ed48be871048
2.1 GB Preview Download

Additional details

Software

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