(ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC
☆102Jun 12, 2023Updated 2 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 2 years ago
- ☆447Updated this week
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆11Mar 13, 2024Updated 2 years ago
- ☆16May 22, 2023Updated 2 years ago
- Benchmarks for various multi-party computation frameworks☆18Oct 28, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code release for MPCViT accepted by ICCV 2023☆16Jan 6, 2025Updated last year
- ☆16Oct 16, 2024Updated last year
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆323Updated this week
- ☆214Feb 25, 2025Updated last year
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Jan 27, 2023Updated 3 years 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
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆102Jul 27, 2022Updated 3 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Jul 14, 2021Updated 4 years ago
- This repository contains the evaluation code for the NDSS 2024 paper: MPCDIFF: Testing and Repairing MPC-Hardened Deep Learning Models.☆16Sep 5, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Materials about Privacy-Preserving Machine Learning☆265Feb 2, 2026Updated 3 months ago
- Implementation of protocols in Falcon☆95Jul 30, 2024Updated last year
- Piranha: A GPU Platform for Secure Computation☆104Apr 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☆36Jun 3, 2024Updated last year
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 5 years ago
- ☆40Nov 8, 2024Updated last year
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆57Feb 3, 2025Updated last year
- Implementation of Distributed function secret sharing and applications☆17May 10, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- High Performance Implementation of Secure Multiparty Computation protocols☆31Updated this week
- Paper Notes in MPC with Applications to PPML☆71Mar 22, 2024Updated 2 years ago
- A framework for secure, handy, accurate, and fast transformer inference☆28Aug 29, 2025Updated 8 months ago
- Fast Privacy-Preserving Machine Learning on the GPU☆90Jun 17, 2021Updated 4 years ago
- A Cryptographic Inference Service for Neural Networks☆132Jul 22, 2024Updated last year
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆95Mar 6, 2026Updated last month
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆34Nov 24, 2025Updated 5 months ago
- A framework for Privacy Preserving Machine Learning☆1,643Nov 23, 2024Updated last year
- Function secret sharing (FSS) primitives including distributed point/comparison function (DPF/DCF)☆31Apr 14, 2026Updated 2 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆16Mar 3, 2025Updated last year
- ☆241Updated this week
- Automatic ReLU Reduction☆15Dec 20, 2023Updated 2 years ago
- A Three Party MPC framework for Machine learning and Databases☆213Feb 27, 2026Updated 2 months ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆34Jun 10, 2021Updated 4 years ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Apr 16, 2023Updated 3 years ago
- Stay updated with the latest deadlines for top Multi-Party Computation (MPC) events, including conferences, journals, and workshops. Neve…☆21Updated this week