Federated gradient boosted decision tree learning
☆68Apr 17, 2023Updated 3 years ago
Alternatives and similar repositories for federated-xgboost
Users that are interested in federated-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:
- Federated Learning on XGBoost☆46Oct 13, 2019Updated 6 years ago
- Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)☆28Oct 6, 2023Updated 2 years ago
- A Platform for Secure Analytics and Machine Learning☆304Mar 29, 2023Updated 3 years ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Mar 8, 2025Updated last year
- ☆19Jan 8, 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.
- ☆11Mar 8, 2022Updated 4 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆34Nov 17, 2022Updated 3 years ago
- SAP Security research sample code and tutorials for generating differentially private synthetic datasets using generative deep learning m…☆22Mar 7, 2024Updated 2 years ago
- An encrypted data analytics platform☆189Mar 29, 2023Updated 3 years ago
- SecretFlow-Serving is a serving system for privacy-preserving machine learning models.☆16Jun 10, 2026Updated last week
- ☆12Dec 9, 2020Updated 5 years ago
- PrivacyAsst: Safeguarding User Privacy in Tool-Using Large Language Model Agents (TDSC 2024)☆19Mar 29, 2024Updated 2 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 4 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆57Oct 19, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18May 10, 2023Updated 3 years ago
- FedCD: Improving Performance in non-IID Federated Learning☆14Dec 2, 2020Updated 5 years ago
- Machine Unlearning for Random Forests☆22Jun 17, 2024Updated 2 years ago
- A tree-based federated learning system (MLSys 2023)☆153Jan 20, 2025Updated last year
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆19Dec 4, 2022Updated 3 years ago
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Aug 9, 2022Updated 3 years ago
- Privacy-preserving XGBoost Inference☆51Apr 13, 2026Updated 2 months ago
- Cerebro: A platform for Secure Coopetitive Learning☆24Sep 9, 2021Updated 4 years ago
- Source code for ECML-PKDD (2020) paper: FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learn…☆16Dec 27, 2022Updated 3 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.
- AsynchroNous Disk-based Representation of MassivE DAta: An R package aimed at replacing ff for storing large data objects.☆11Jun 11, 2026Updated last week
- focal loss (multi-class) for lightgbm/xgboost☆13Apr 18, 2021Updated 5 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- Fedlearn支持前沿算法研发的Python工具库 | Fedlearn algorithm toolkit for researchers☆92Apr 23, 2022Updated 4 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆31Jan 25, 2023Updated 3 years ago
- init☆13Dec 4, 2024Updated last year
- ☆11Dec 23, 2022Updated 3 years ago
- ☆16Apr 16, 2019Updated 7 years ago
- A pytorch implementation of focal loss☆11Oct 13, 2023Updated 2 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.
- FLTracer: Accurate Poisoning Attack Provenance in Federated Learning☆24Jun 14, 2024Updated 2 years ago
- A Julia implementation of the Paillier partially homomorphic encryption system☆13Oct 8, 2020Updated 5 years ago
- [ICCV' 23] FedPD: Federated Open Set Recognition with Parameter Disentanglement☆10Mar 25, 2024Updated 2 years ago
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 3 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆93Aug 4, 2019Updated 6 years ago
- Slides for the RSS International Conference 2023 workshop on data visualisation.☆11Aug 11, 2024Updated last year
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Nov 11, 2020Updated 5 years ago