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
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 4 years ago
- Implementation for the protocols described in https://eprint.iacr.org/2023/1700☆14Apr 29, 2026Updated 3 weeks ago
- MSM-优化☆16Apr 3, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆25Jul 12, 2021Updated 4 years ago
- ☆17Apr 4, 2025Updated last year
- COOL Source Code☆20Jun 6, 2020Updated 5 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
- ☆12Nov 26, 2019Updated 6 years ago
- OLIVE: Oblivious and Differentially Private Federated Learning on TEE☆17May 10, 2023Updated 3 years ago
- Private Decision Tree Evaluation protocols☆11Jun 9, 2020Updated 5 years ago
- THU-AIR 联邦学习隐私与安全☆13Jun 26, 2023Updated 2 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.
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆57Oct 19, 2023Updated 2 years ago
- EmojiCrypt: Prompt Encryption for Secure Communication with Large Language Models☆23Feb 21, 2024Updated 2 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆26Dec 6, 2022Updated 3 years ago
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆33Feb 15, 2025Updated last year
- Vertical Federated Learning Implementation for Logistic regression☆13Mar 12, 2022Updated 4 years ago
- Compressed Vertical Federated Learning simulation code☆16Apr 11, 2023Updated 3 years ago
- Model Slicing for Analytics with Elastic Inference Cost and Resource Constraints☆12Jul 6, 2023Updated 2 years ago
- the source code of the COOL system☆48Mar 19, 2025Updated last year
- Implementation of SoftSpokenOT. Forked from libOTe.☆12May 6, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository for collection of research papers on multi-party learning.☆34Aug 9, 2023Updated 2 years ago
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Oct 27, 2024Updated last year
- ☆90May 27, 2020Updated 5 years ago
- A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recomme…☆81Nov 21, 2025Updated 6 months ago
- Documentation of ForkBase☆14Nov 1, 2018Updated 7 years ago
- Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)☆28Oct 6, 2023Updated 2 years ago
- dblp Knowledge Graph☆16Jan 16, 2025Updated last year
- Optimized implementations of the Number Theoretic Transform (NTT) algorithm for the ring R/(X^N + 1) where N=2^m.☆27Nov 23, 2021Updated 4 years ago
- Implementation of a simple linear regression algorithm in MAMBA☆10Feb 12, 2020Updated 6 years 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.
- distributed RSA modulus generation in Rust☆15Mar 19, 2022Updated 4 years ago
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18May 10, 2023Updated 3 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆31Feb 26, 2023Updated 3 years ago
- Private Inference on Transformer☆30Jun 13, 2023Updated 2 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions☆16Sep 18, 2020Updated 5 years ago