Sok: Private Transformer-based Model Inference
Sok: Private Transformer-based Model Inference
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`.
- Northwest University China (People's Republic of)
FHE, MPC, PPTI, Private inderence
FHE, MPC, PPTI, Private inderence
selected citations These citations are derived from selected sources.This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).0 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Average
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