(ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC
☆101Jun 12, 2023Updated 3 years ago
Alternatives and similar repositories for MPCFormer
Users that are interested in MPCFormer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Private Inference on Transformer☆30Jun 13, 2023Updated 3 years ago
- ☆450Apr 28, 2026Updated 4 months ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆12Mar 13, 2024Updated 2 years ago
- ☆16May 22, 2023Updated 3 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Jan 27, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Benchmarks for various multi-party computation frameworks☆18Oct 28, 2024Updated last year
- Code release for MPCViT accepted by ICCV 2023☆17Jan 6, 2025Updated last year
- ☆17Oct 16, 2024Updated last year
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆327Updated this week
- ☆216Feb 25, 2025Updated last year
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆22Jun 27, 2023Updated 3 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆105Jul 27, 2022Updated 4 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Jul 14, 2021Updated 5 years ago
- Private and Reliable Neural Network Inference (CCS '22)☆22Jul 11, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository contains the evaluation code for the NDSS 2024 paper: MPCDIFF: Testing and Repairing MPC-Hardened Deep Learning Models.☆16Sep 5, 2023Updated 3 years ago
- Materials about Privacy-Preserving Machine Learning☆265Feb 2, 2026Updated 7 months ago
- Implementation of protocols in Falcon☆94Jul 30, 2024Updated 2 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆62Feb 3, 2025Updated last year
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆14Dec 12, 2024Updated last year
- Piranha: A GPU Platform for Secure Computation☆107Apr 2, 2023Updated 3 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆38Jul 3, 2026Updated 2 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Automatic ReLU Reduction☆15Dec 20, 2023Updated 2 years ago
- Implementation of Distributed function secret sharing and applications☆17Jun 17, 2026Updated 3 months ago
- Paper Notes in MPC with Applications to PPML☆71Mar 22, 2024Updated 2 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆94Jun 17, 2021Updated 5 years ago
- A Cryptographic Inference Service for Neural Networks☆132Jul 22, 2024Updated 2 years ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆36Nov 24, 2025Updated 9 months ago
- A framework for Privacy Preserving Machine Learning☆1,649Nov 23, 2024Updated last year
- Function secret sharing (FSS) primitives including distributed point/comparison function (DPF/DCF)☆34Sep 2, 2026Updated 2 weeks ago
- ☆248Aug 23, 2026Updated last month
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆34Jun 10, 2021Updated 5 years ago
- This repo summarizes papers for efficient PPML across protocol, model, and system levels.☆89Jan 18, 2026Updated 8 months ago
- A Three Party MPC framework for Machine learning and Databases☆215Feb 27, 2026Updated 6 months ago
- Improved Constructions for Distributed Multi-Point Functions - accepted to IEEE S&P 2025☆21Mar 20, 2026Updated 6 months ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Apr 16, 2023Updated 3 years ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Nov 8, 2022Updated 3 years ago
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆14Feb 26, 2026Updated 6 months ago