We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)
☆21May 26, 2025Updated last year
Alternatives and similar repositories for Fed-DP
Users that are interested in Fed-DP 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 foundational platform that primarily shares federated learning, differential privacy content☆27Mar 19, 2025Updated last year
- ☆15Dec 11, 2023Updated 2 years ago
- [NeurIPS 2023] Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆92Sep 10, 2024Updated 2 years ago
- A simulation showcasing federated learning with homomorphic encryption☆10Sep 24, 2023Updated 3 years ago
- Course Material for the Tutorial on Privacy Enhancing Technologies and PPML☆13Oct 29, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 4 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Mar 1, 2018Updated 8 years ago
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆13Feb 11, 2026Updated 8 months ago
- Code for the paper "Bayesian Differential Privacy for Machine Learning"☆23Aug 12, 2020Updated 6 years ago
- Differentially Private Deep Learning in PyTorch☆30Sep 27, 2021Updated 5 years ago
- Respiratory Disorder Classification Based on Lung Auscultation sounds☆13Oct 22, 2024Updated last year
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆387Sep 2, 2025Updated last year
- ☆12Dec 11, 2020Updated 5 years ago
- A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.☆19Aug 12, 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.
- Blockchain federated learning simulate by python☆10May 29, 2023Updated 3 years ago
- ☆14Jul 11, 2023Updated 3 years ago
- Official Pytorch implementation for "Differentially Private Federated Learning on Heterogeneous Data" (AISTATS 2022)☆77Feb 22, 2022Updated 4 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Oct 12, 2025Updated last year
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆16Jan 18, 2023Updated 3 years ago
- Codes of PrivateKT☆15May 7, 2023Updated 3 years ago
- Codes for paper "ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations"☆17May 22, 2024Updated 2 years ago
- ☆12Dec 8, 2022Updated 3 years ago
- A collection of demos and utilities prepared ahead of the Vector Institute Privacy Enhancing Techniques (PETs) Bootcamp.☆15Sep 22, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆17Dec 7, 2023Updated 2 years ago
- 《信息内容安全》课程设计——搜索引擎☆13Jan 19, 2020Updated 6 years ago
- ☆19Sep 8, 2023Updated 3 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Apr 13, 2020Updated 6 years ago
- ☆16Sep 12, 2023Updated 3 years ago
- Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…☆23Jun 9, 2022Updated 4 years ago
- ☆14Nov 12, 2024Updated last year
- ☆13Dec 13, 2023Updated 2 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.
- ☆19Dec 12, 2023Updated 2 years ago
- DualGNN: Dual Graph Neural Network for Micro-video Recommendation☆17Apr 8, 2026Updated 6 months ago
- ☆35Oct 12, 2022Updated 4 years ago
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆17Aug 1, 2024Updated 2 years ago
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning, Recurrent Neural Netwo…☆20Feb 26, 2024Updated 2 years ago
- Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enfo…☆44Apr 12, 2024Updated 2 years ago
- This is a repository of open resources for our survey "A Scenario-Oriented Survey of Federated Recommender Systems: Techniques, Challenge…☆18Aug 20, 2026Updated last month