Private Inference on Transformer
☆30Jun 13, 2023Updated 2 years ago
Alternatives and similar repositories for Iron
Users that are interested in Iron are comparing it to the libraries listed below
Sorting:
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Nov 8, 2022Updated 3 years ago
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆102Jun 12, 2023Updated 2 years ago
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆15Feb 26, 2026Updated last week
- ☆16May 22, 2023Updated 2 years ago
- ☆12Apr 3, 2024Updated last year
- Code repository for the paper at USENIX Security'24☆37Aug 11, 2024Updated last year
- ☆215Feb 25, 2025Updated last year
- Piranha: A GPU Platform for Secure Computation☆104Apr 2, 2023Updated 2 years ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆11Mar 13, 2024Updated last year
- Implementation for the protocols described in https://eprint.iacr.org/2023/1700☆14Jan 9, 2025Updated last year
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆31Feb 15, 2025Updated last year
- Secure Computation Utilities☆16Feb 2, 2026Updated last month
- Code release for MPCViT accepted by ICCV 2023☆16Jan 6, 2025Updated last year
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆33Jun 3, 2024Updated last year
- ☆443Jun 19, 2024Updated last year
- Maintain a list of open source libraries of cryptographic excellence☆62Nov 21, 2025Updated 3 months ago
- Official implementation of the USENIX Security 2024 paper ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.☆21Dec 6, 2023Updated 2 years ago
- Implementation of Distributed function secret sharing and applications☆16May 10, 2025Updated 9 months ago
- Implementation of protocols in Falcon☆94Jul 30, 2024Updated last year
- ☆15Oct 5, 2024Updated last year
- 该项目实现了隐私保护和可验证的卷积神经网络（CNN）测试，旨在使模型开发者能够在多个测试者提供的非公开数据上向用户证明CNN性能的真实性，同时保护模型和数据的隐私。☆15Oct 23, 2023Updated 2 years ago
- Non-interactive protocol for secure transformer inference based on RNS-CKKS.☆132Sep 20, 2024Updated last year
- A framework for secure, handy, accurate, and fast transformer inference☆25Aug 29, 2025Updated 6 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Dec 24, 2025Updated 2 months ago
- ☆25Apr 15, 2024Updated last year
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆316Updated this week
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆101Jul 27, 2022Updated 3 years ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆57Jan 24, 2026Updated last month
- Official Implementation of "LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference"☆24Nov 12, 2023Updated 2 years ago
- FLUTE: Fast and Secure Lookup Table Evaluations☆28Apr 15, 2024Updated last year
- Function secret sharing (FSS) primitives including distributed point/comparison function (DPF/DCF)☆30Updated this week
- Privacy preserving vertical federated learning for tree-based models☆30Nov 11, 2021Updated 4 years ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆32Nov 24, 2025Updated 3 months ago
- ☆32Dec 30, 2022Updated 3 years ago
- Secure Interrogation of Genomic Databases (SIG-DB) using Homomorphic Encryption☆10May 16, 2018Updated 7 years ago
- Paper Notes in MPC with Applications to PPML☆71Mar 22, 2024Updated last year
- Fast Privacy-Preserving Machine Learning on the GPU☆90Jun 17, 2021Updated 4 years ago
- ☆39Nov 8, 2024Updated last year
- ☆16Nov 8, 2024Updated last year