Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.7%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: xbcReal
- License: gpl-3.0
- Language: C++
- Default Branch: main
- Size: 40.6 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Zephyr
Zephyr is a secure and non-interactive two-party inference for transformers. This code is built upon the code of NEXUS scheme,https://github.com/zju-abclab/NEXUS. The differences located in the src/matrixmul.cpp,src/ckksevaluator.h and src/main.cpp files.
Installing SEAL
HAWK uses a modified (bootstrapping-friendly) version of Microsoft SEAL version 4.1.
Please install the SEAL library thirdparty/SEAL-4.1-bs included as part of this repository (follow the instructions in the above link) before compiling HAWK.
Compiling Zephyr
Once Microsoft SEAL 4.1 is installed, to build Zephyr simply run:
bash
mkdir build
cd build
cmake ..
make
This should produce two binary executables inside the build directory:
- bin/main
- bin/bootstrapping
Owner
- Name: bincheng.xiong
- Login: xbcReal
- Kind: user
- Location: Chengdu,China
- Company: Huazhong University of Science and Technology
- Website: http://blog.csdn.net/xbcreal
- Repositories: 1
- Profile: https://github.com/xbcReal
My interest lies in dl framework and cv.
Citation (CITATION.bib)
@misc{cryptoeprint:2024/136,
author = {Jiawen Zhang and Xinpeng Yang and Lipeng He and Kejia Chen and Wen-jie Lu and Yinghao Wang and Xiaoyang Hou and Jian Liu and Kui Ren and Xiaohu Yang},
title = {Secure Transformer Inference Made Non-interactive},
howpublished = {Cryptology {ePrint} Archive, Paper 2024/136},
year = {2024},
url = {https://eprint.iacr.org/2024/136}
}
GitHub Events
Total
- Push event: 1
Last Year
- Push event: 1
Dependencies
- androidx.appcompat:appcompat 1.4.1 implementation
- androidx.constraintlayout:constraintlayout 2.1.3 implementation
- com.google.android.material:material 1.5.0 implementation
- junit:junit 4.13.2 testImplementation
- GoogleTestAdapter 0.18.0