NEXUS

NEXUS is the first non-interactive protocol for secure transformer inference.

Installing SEAL

NEXUS 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 NEXUS.

Compiling NEXUS

Once Microsoft SEAL 4.1 is installed, to build NEXUS simply run:

mkdir build
cd build
cmake ..
make

This should produce two binary executables inside the build directory:

• bin/main
• bin/bootstrapping

NEXUS-CUDA

We also provide a GPU accelerated implementation of NEXUS under the directory cuda.

For detailed instructions on how to compile and run NEXUS-CUDA, see README.md

Preprint

@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}
}