Sok: Private Transformer-based Model Inference
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
Additional details
Software
- Repository URL
- https://github.com/yuntion/SoK-Ppti.git
- Programming language
- C++
- Development Status
- Wip