We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)
☆20May 26, 2025Updated 11 months ago
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
- ☆16Dec 11, 2023Updated 2 years ago
- Repository containing notebooks that implement different Federated Learning algorithms using PyTorch☆12May 17, 2021Updated 4 years ago
- Course Material for the Tutorial on Privacy Enhancing Technologies and PPML☆13Oct 29, 2021Updated 4 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 3 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.
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆12Feb 11, 2026Updated 2 months ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Mar 1, 2018Updated 8 years ago
- A simulation showcasing federated learning with homomorphic encryption☆10Sep 24, 2023Updated 2 years ago
- Differentially Private Deep Learning in PyTorch☆30Sep 27, 2021Updated 4 years ago
- A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.☆19Aug 12, 2020Updated 5 years ago
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆386Sep 2, 2025Updated 8 months ago
- ☆12Dec 11, 2020Updated 5 years ago
- Code for the paper "Bayesian Differential Privacy for Machine Learning"☆23Aug 12, 2020Updated 5 years ago
- Blockchain federated learning simulate by python☆10May 29, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Differentially Private Federated Learning on Heterogeneous Data☆77Feb 22, 2022Updated 4 years ago
- The official implementation of our work SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent C…☆24May 2, 2025Updated last year
- ☆14Jul 11, 2023Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆422Oct 26, 2024Updated last year
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 3 years ago
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆16Jan 18, 2023Updated 3 years ago
- 《信息内容安全》课程设计——搜索引擎☆13Jan 19, 2020Updated 6 years ago
- ☆12Dec 8, 2022Updated 3 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Oct 12, 2025Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Codes of PrivateKT☆15May 7, 2023Updated 2 years ago
- ☆15Dec 7, 2023Updated 2 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- ☆19Sep 8, 2023Updated 2 years ago
- ☆13Dec 13, 2023Updated 2 years ago
- ☆14Nov 12, 2024Updated last year
- EmojiCrypt: Prompt Encryption for Secure Communication with Large Language Models☆23Feb 21, 2024Updated 2 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 3 years ago
- DualGNN: Dual Graph Neural Network for Micro-video Recommendation☆17Apr 8, 2026Updated 3 weeks ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆19Dec 12, 2023Updated 2 years ago
- ☆28Dec 10, 2025Updated 4 months ago
- ☆35Oct 12, 2022Updated 3 years ago
- DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release (VLDB' 2024)☆27Jan 25, 2025Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆15Aug 1, 2024Updated last year
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning, Recurrent Neural Netwo…☆20Feb 26, 2024Updated 2 years ago
- [SIGIR25] Unveiling Contrastive Learning‘ Capability of Neighborhood Aggregation for Collaborative Filtering☆16Jul 22, 2025Updated 9 months ago