Secure collaborative training and inference for XGBoost.
☆107Oct 25, 2022Updated 3 years ago
Alternatives and similar repositories for secure-xgboost
Users that are interested in secure-xgboost are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Platform for Secure Analytics and Machine Learning☆304Mar 29, 2023Updated 3 years ago
- Privacy-preserving XGBoost Inference☆51Apr 13, 2026Updated 2 months ago
- Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)☆28Oct 6, 2023Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆57Oct 19, 2023Updated 2 years ago
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18May 10, 2023Updated 3 years ago
- 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.
- An encrypted data analytics platform☆189Mar 29, 2023Updated 3 years ago
- Federated Learning on XGBoost☆46Oct 13, 2019Updated 6 years ago
- Linux kernel SGX driver for Graphene☆12Nov 3, 2020Updated 5 years ago
- A demo chatbot that uses the OpaquePrompts API☆17Dec 13, 2023Updated 2 years ago
- ☆16May 24, 2024Updated 2 years ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- A Framework for Machine Learning on Encrypted Data☆12Feb 10, 2022Updated 4 years ago
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆175Mar 25, 2023Updated 3 years ago
- The code reproduces the results of the experiments in the paper. In particular, it performs experiments in which machine-learning models …☆20Aug 16, 2021Updated 4 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.
- [ICCV' 23] FedPD: Federated Open Set Recognition with Parameter Disentanglement☆10Mar 25, 2024Updated 2 years ago
- A tree-based federated learning system (MLSys 2023)☆153Jan 20, 2025Updated last year
- Sparrow is a boosting algorithm implementation that is optimized for training on very large datasets and/or in the limited memory setting…☆21Jan 15, 2021Updated 5 years ago
- Paper Notes in MPC with Applications to PPML☆71Mar 22, 2024Updated 2 years ago
- ☆259Apr 2, 2026Updated 2 months ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Mar 8, 2025Updated last year
- Python implementation of "Somewhat Practical Fully Homomorphic Encryption"☆23Jun 4, 2020Updated 6 years ago
- Deep Learning with Intel SGX☆23Jan 21, 2019Updated 7 years ago
- ☆19Jul 9, 2020Updated 5 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.
- Implementation of protocols in SecureNN.☆131Oct 8, 2022Updated 3 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Mar 23, 2022Updated 4 years ago
- Remote attestation framework for Fortanix EDP☆22Jan 11, 2021Updated 5 years ago
- ☆47Apr 26, 2024Updated 2 years ago
- Implementation of protocols in Falcon☆94Jul 30, 2024Updated last year
- Graphene / Graphene-SGX - a library OS for Linux multi-process applications, with Intel SGX support☆781Oct 6, 2021Updated 4 years ago
- A generic Secure Computation API for garbled circuits, SPDZ, etc.☆21May 12, 2023Updated 3 years ago
- EdgelessDB is a MySQL-compatible database for confidential computing. It runs entirely inside a secure enclave and comes with advanced fe…☆167Mar 12, 2023Updated 3 years ago
- An Open Framework for Federated Learning.☆839Feb 21, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Materials about Privacy-Preserving Machine Learning☆264Feb 2, 2026Updated 4 months ago
- ☆14Jan 7, 2023Updated 3 years ago
- A curated list of open-source projects that help exploit Intel SGX technology☆422Feb 9, 2026Updated 4 months ago
- Privacy Preserving Vertical Federated Learning☆221Jun 1, 2023Updated 3 years ago
- Implementations of Private Set Intersection Protocols☆191Jun 27, 2025Updated 11 months ago
- ☆448Apr 28, 2026Updated last month
- ☆12Dec 9, 2020Updated 5 years ago