An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization
☆32Mar 8, 2025Updated last year
Alternatives and similar repositories for MP-FedXGB
Users that are interested in MP-FedXGB 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
- FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference☆16Dec 13, 2023Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆57Oct 19, 2023Updated 2 years ago
- Privacy preserving vertical federated learning for tree-based models☆30Nov 11, 2021Updated 4 years ago
- ☆39Sep 25, 2023Updated 2 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.
- Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)☆28Oct 6, 2023Updated 2 years ago
- ☆26Apr 3, 2020Updated 6 years ago
- Implementation of NIPS2023: Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieva☆11Nov 12, 2024Updated last year
- [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"☆27May 29, 2025Updated last year
- CP-ABE测试加解密操作和密钥生成操作的性能☆11Jun 24, 2020Updated 5 years ago
- ☆17Aug 5, 2024Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- Secure Computation Library☆16Aug 28, 2017Updated 8 years ago
- personal implementation of secure aggregation protocol☆44Feb 6, 2024Updated 2 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.
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆16Jan 21, 2024Updated 2 years ago
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Oct 27, 2024Updated last year
- Smart Contracts for decentralized access control for IoT data using Blockchain and trusted oracles☆11Apr 14, 2019Updated 7 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
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- ☆10Mar 21, 2024Updated 2 years ago
- Play around with NGBoost and compare with LightGBM and XGBoost☆20Jun 17, 2024Updated last year
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆33Dec 17, 2024Updated last year
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18May 10, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 2 years ago
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 3 years ago
- The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors☆18Mar 31, 2025Updated last year
- Everything about federated learning. Your contribution is highly valued!☆29Jul 8, 2021Updated 4 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆20Sep 26, 2023Updated 2 years ago
- Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction☆23Feb 21, 2025Updated last year
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- Dataset and codes for our paper "New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Cat…☆14Dec 14, 2024Updated last year
- A partially Homomorphic C library.☆33Jan 24, 2018Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Decison Trees, Random Forrests, Ensemble Methods☆11Oct 18, 2015Updated 10 years ago
- Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets☆40Feb 25, 2023Updated 3 years ago
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Sep 23, 2021Updated 4 years ago
- A Blockchain-based reputed access control system in IoT☆16May 26, 2021Updated 5 years ago
- ChatGLM4微调简介☆26Apr 8, 2025Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆38Oct 3, 2022Updated 3 years ago