Code for paper "Interpret Federated Learning with Shapley Values"
☆39May 18, 2019Updated 7 years ago
Alternatives and similar repositories for federated_shap
Users that are interested in federated_shap are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Nov 26, 2019Updated 6 years ago
- Profit Allocation for Federated Learning☆26Apr 27, 2020Updated 6 years ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 6 years ago
- The implementatioin code of paper: “A Practical Clean-Label Backdoor Attack with Limited Information in Vertical Federated Learning”☆11Jul 1, 2023Updated 3 years ago
- The implementation of "Two-Stream Federated Learning: Reduce the Communication Costs" (VCIP 2018)☆16Aug 20, 2019Updated 7 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.
- Predict first day performance of Hong Kong IPO stocks: A pipeline example of machine learning projects☆25Jul 22, 2017Updated 9 years ago
- Federated Learning on XGBoost☆46Oct 13, 2019Updated 7 years ago
- Contribution Measurement Experiment for Federated Learning☆10Jul 20, 2022Updated 4 years ago
- The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"☆21Oct 13, 2023Updated 3 years ago
- ☆14Sep 20, 2022Updated 4 years ago
- Advanced Python visualization library for Association Rules☆10Sep 24, 2021Updated 5 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- ☆11Apr 4, 2022Updated 4 years ago
- ☆17Apr 22, 2026Updated 6 months 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.
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆28Sep 28, 2024Updated 2 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Sep 11, 2026Updated last month
- Membership Inference Attack on Federated Learning☆13Jan 14, 2022Updated 4 years ago
- This is the project for IRM methods☆12Sep 13, 2021Updated 5 years ago
- Unlocking Creativity: Generative AI with SageMaker Jumpstart☆17Aug 18, 2023Updated 3 years ago
- Model Poisoning Attack to Federated Recommendation☆33Apr 23, 2022Updated 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
- AIML based chatbot☆20Aug 22, 2017Updated 9 years ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 6 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.
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆40Jul 29, 2025Updated last year
- Bayesian U-Net for Keras☆11Dec 28, 2019Updated 6 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆13Mar 31, 2022Updated 4 years ago
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆20Nov 5, 2020Updated 6 years ago
- Migration of Edge-based Distributed Federated Learning☆25Nov 18, 2022Updated 3 years ago
- CoPur: Certifiably Robust Collaborative Inference via Feature Purification (NeurIPS 2022)☆11Dec 7, 2022Updated 3 years ago
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Feb 4, 2026Updated 9 months ago
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 5 years ago
- Chinese Text Generation using LSTM☆11Aug 7, 2017Updated 9 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.
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆93May 2, 2022Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Dec 2, 2023Updated 2 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆56May 28, 2024Updated 2 years ago
- ☆11Jan 2, 2025Updated last year
- 关于簇联邦学习的一个小小的改进。自动确定簇个数，提高簇模型精度，缓解用户孤立的问题☆36Apr 21, 2022Updated 4 years ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆86Jun 27, 2023Updated 3 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆22Mar 12, 2022Updated 4 years ago