A framework for secure, handy, accurate, and fast transformer inference
☆25Aug 29, 2025Updated 6 months ago
Alternatives and similar repositories for SHAFT
Users that are interested in SHAFT are comparing it to the libraries listed below
Sorting:
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆11Mar 13, 2024Updated last year
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆53Feb 3, 2025Updated last year
- ☆16Oct 16, 2024Updated last year
- ☆16May 22, 2023Updated 2 years ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆92Jan 26, 2026Updated last month
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Dec 24, 2025Updated 2 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 5 years ago
- Common MPC Pitfalls☆12Feb 14, 2026Updated 3 weeks ago
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆15Feb 26, 2026Updated last week
- FLUTE: Fast and Secure Lookup Table Evaluations☆28Apr 15, 2024Updated last year
- The repo of "Coral: Maliciously Secure Computation Framework for Packed and Mixed Circuits" (CCS 2024)☆12Sep 6, 2024Updated last year
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Jan 27, 2023Updated 3 years ago
- Function-Dependent Preprocessing in MOTION☆14Nov 27, 2023Updated 2 years ago
- ☆215Feb 25, 2025Updated last year
- Antchain-MPC is a library of MPC (Multi-Parties Computation)☆60Dec 26, 2023Updated 2 years ago
- ☆25Mar 17, 2025Updated 11 months ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Nov 8, 2022Updated 3 years ago
- ☆39Nov 8, 2024Updated last year
- Privacy-Preserving Machine Learning (PPML) Tutorial☆43Dec 8, 2025Updated 3 months ago
- Private and Reliable Neural Network Inference (CCS '22)☆22Jul 11, 2023Updated 2 years ago
- MPC team of Security Group in HITSZ☆19Feb 14, 2026Updated 3 weeks ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Jun 27, 2023Updated 2 years ago
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆316Updated this week
- Implementation of protocols in Falcon☆94Jul 30, 2024Updated last year
- Function secret sharing (FSS) primitives including distributed point/comparison function (DPF/DCF)☆30Updated this week
- Code repository for the paper at USENIX Security'24☆37Aug 11, 2024Updated last year
- Non-interactive protocol for secure transformer inference based on RNS-CKKS.☆132Sep 20, 2024Updated last year
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆33Jun 3, 2024Updated last year
- Private Inference on Transformer☆30Jun 13, 2023Updated 2 years ago
- A reading list for homomorphic encryption☆135Nov 30, 2025Updated 3 months ago
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆149Jan 1, 2025Updated last year
- Privacy -preserving Neural Networks☆79Dec 21, 2018Updated 7 years ago
- Implementation of protocols in SecureNN.☆131Oct 8, 2022Updated 3 years ago
- ☆12Mar 19, 2024Updated last year
- ☆443Jun 19, 2024Updated last year
- Fast Privacy-Preserving Machine Learning on the GPU☆90Jun 17, 2021Updated 4 years ago
- Repository for collection of research papers on multi-party learning.☆34Aug 9, 2023Updated 2 years ago
- IBM HElayers homomorphic encryption SDK for C++ and Python☆45Feb 22, 2026Updated 2 weeks ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆91Jul 20, 2023Updated 2 years ago