☆15Dec 11, 2023Updated 2 years ago
Alternatives and similar repositories for Federated-Learning-and-Differential-Privacy
Users that are interested in Federated-Learning-and-Differential-Privacy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆35Feb 8, 2021Updated 5 years ago
- Fed2Tier offers a two-tier federated learning approach, optimizing for eco-friendliness and efficiency. It improves model generalizabilit…☆21Aug 25, 2023Updated 3 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Mar 1, 2018Updated 8 years 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.
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 3 years ago
- Exact Structural Graph Clustering☆13Mar 19, 2022Updated 4 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆21May 26, 2025Updated last year
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆29Mar 16, 2024Updated 2 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆29Oct 25, 2021Updated 4 years ago
- Apprentices in Federated Learning from ECNU <3☆25Mar 10, 2022Updated 4 years ago
- Code for the paper "Bayesian Differential Privacy for Machine Learning"☆23Aug 12, 2020Updated 6 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆425Oct 26, 2024Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆44Oct 29, 2021Updated 4 years 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.
- The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted …☆21Oct 21, 2023Updated 2 years ago
- ☆24Dec 10, 2022Updated 3 years ago
- Edge Computing AI and Smart Contract☆10May 30, 2023Updated 3 years ago
- Official implementation for the paper "Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy".☆10Jun 8, 2023Updated 3 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- 移动安全指南: 移动应用程序分类, 移动应用程序安全测试, 移动应用程序篡改和逆向工程, 移动应用认证架构, 移动应用程序网络通信, 移动应用密码学, 移动应用程序代码质量, 移动应用程序用户隐私保护; Android平台概览, Android基础安全测试, Android…☆18Jul 23, 2025Updated last year
- ☆21Feb 26, 2021Updated 5 years ago
- A simple Python implementation of a secure aggregation protocole for federated learning.☆37May 1, 2023Updated 3 years ago
- Official Pytorch implementation for "Differentially Private Federated Learning on Heterogeneous Data" (AISTATS 2022)☆77Feb 22, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Feb 4, 2022Updated 4 years ago
- 一个博客bolg-cat☆10Dec 16, 2022Updated 3 years ago
- ☆21Mar 12, 2023Updated 3 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆20Apr 28, 2022Updated 4 years ago
- Research code that accompanies the paper FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity.☆21Aug 30, 2023Updated 3 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39May 13, 2025Updated last year
- ☆12Dec 8, 2022Updated 3 years ago
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆386Sep 2, 2025Updated last year
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years 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.
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 4 years ago
- Automatically exported from code.google.com/p/provable-data-possession☆14Oct 19, 2015Updated 10 years ago
- This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning☆11Nov 24, 2023Updated 2 years ago
- 华中科技大学软件安全课程设计作品设计一等奖☆15Feb 18, 2023Updated 3 years ago
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 7 years ago
- "BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks"☆13May 10, 2024Updated 2 years ago