Code for paper "Interpret Federated Learning with Shapley Values"
☆40May 18, 2019Updated 6 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☆25Apr 27, 2020Updated 5 years ago
- The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"☆21Oct 13, 2023Updated 2 years ago
- The implementation of "Two-Stream Federated Learning: Reduce the Communication Costs" (VCIP 2018)☆16Aug 20, 2019Updated 6 years ago
- Federated Learning on XGBoost☆46Oct 13, 2019Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆17Jun 25, 2024Updated last year
- This is the project for IRM methods☆12Sep 13, 2021Updated 4 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 4 years ago
- Membership Inference Attack on Federated Learning☆12Jan 14, 2022Updated 4 years ago
- ☆21Oct 25, 2021Updated 4 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 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
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 5 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆13Mar 31, 2022Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Nov 5, 2020Updated 5 years ago
- ☆33May 14, 2022Updated 3 years ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆103Jul 18, 2024Updated last year
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Feb 4, 2026Updated last month
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆26Sep 28, 2024Updated last year
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Dec 2, 2023Updated 2 years ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆86Jun 27, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆30Oct 27, 2023Updated 2 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆23Nov 17, 2022Updated 3 years ago
- Keras implementation for DASP: Deep Approximate Shapley Propagation (ICML 2019)☆62Jul 1, 2019Updated 6 years ago
- 这是一款适用于Ubuntu(基于12.04)系统的操作系统测评软件,名为乐测评, 主要对系统进行如下六个方面的性能检测:CPU、内存、磁盘&IO、网络、开机速度、系统安全,软硬件方面都会进行较全面的检测。每个方面先检测操作系统基本信息,让用户对自己的系统有个基本了解。然后…☆17Mar 25, 2017Updated 9 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
- Reproduce results from "Brain Tumor Type Classification via Capsule Networks" (Afshar et al.) for a final project in a Deep Learning clas…☆12Apr 7, 2021Updated 4 years ago
- ☆13Jan 2, 2025Updated last year
- Federated Learning package☆21Aug 16, 2021Updated 4 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Jun 5, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆19Apr 27, 2022Updated 3 years ago
- ☆25Jan 20, 2019Updated 7 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆30May 1, 2024Updated last year
- Related material on Federated Learning☆26Apr 9, 2020Updated 5 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆35Feb 8, 2021Updated 5 years ago
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learni…☆14Jul 13, 2024Updated last year
- ☆19Jan 8, 2021Updated 5 years ago