Privacy preserving vertical federated learning for tree-based models
☆30Nov 11, 2021Updated 4 years ago
Alternatives and similar repositories for pivot
Users that are interested in pivot are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆44May 13, 2024Updated 2 years ago
- A partially Homomorphic C library.☆33Jan 24, 2018Updated 8 years ago
- Implementation for the protocols described in https://eprint.iacr.org/2023/1700☆14Apr 29, 2026Updated 3 months ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Mar 8, 2025Updated last year
- ☆25Jul 12, 2021Updated 5 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.
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆104Jul 18, 2024Updated 2 years ago
- COOL Source Code☆20Jun 6, 2020Updated 6 years ago
- A platform to automate the training (including hyper-parameter tuning) and inference of machine learning models☆12Dec 8, 2022Updated 3 years ago
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Dec 12, 2024Updated last year
- OLIVE: Oblivious and Differentially Private Federated Learning on TEE☆17May 10, 2023Updated 3 years ago
- Private Decision Tree Evaluation protocols☆12Jun 9, 2020Updated 6 years ago
- ☆12Nov 26, 2019Updated 6 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆57Oct 19, 2023Updated 2 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆26Dec 6, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- THU-AIR 联邦学习隐私与安全☆13Jun 26, 2023Updated 3 years ago
- the source code of the COOL system☆48Mar 19, 2025Updated last year
- Model Slicing for Analytics with Elastic Inference Cost and Resource Constraints☆12Jul 6, 2023Updated 3 years ago
- Repository for collection of research papers on multi-party learning.☆34Aug 9, 2023Updated 3 years ago
- Implementation of SoftSpokenOT. Forked from libOTe.☆12May 6, 2024Updated 2 years ago
- Compressed Vertical Federated Learning simulation code☆15Apr 11, 2023Updated 3 years ago
- Documentation of ForkBase☆14Nov 1, 2018Updated 7 years ago
- Basic implementation in C of AES for 128 bits and the mode of operation Galois Counter Mode.☆11Mar 21, 2015Updated 11 years ago
- ☆92May 27, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Oct 27, 2024Updated last year
- Implementation of a simple linear regression algorithm in MAMBA☆10Feb 12, 2020Updated 6 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Feb 26, 2023Updated 3 years ago
- distributed RSA modulus generation in Rust☆15Mar 19, 2022Updated 4 years ago
- Private Inference on Transformer☆30Jun 13, 2023Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆153Jan 20, 2025Updated last year
- Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions☆16Sep 18, 2020Updated 5 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 years ago
- Python package that implements Learned Index Structures and provides database-like interface☆18Feb 19, 2018Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Go, C++, and C implementation of a bilinear group and pairing-based cryptography for both embedded and non-embedded systems☆38Jan 28, 2023Updated 3 years ago
- Versatile framework for multi-party computation☆1,173Aug 1, 2026Updated last week
- Non-interactive protocol for secure transformer inference based on RNS-CKKS.☆142Sep 20, 2024Updated last year
- ☆14Jun 22, 2022Updated 4 years ago
- ☆19Jul 9, 2020Updated 6 years ago
- EmojiCrypt: Prompt Encryption for Secure Communication with Large Language Models☆26Feb 21, 2024Updated 2 years ago
- ☆244Aug 3, 2026Updated last week