Local Differential Privacy for Federated Learning
☆19Oct 24, 2022Updated 3 years ago
Alternatives and similar repositories for LDPFL
Users that are interested in LDPFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Aug 1, 2023Updated 2 years ago
- Implementation of local differential privacy mechanisms in Python language.☆29Jul 26, 2022Updated 3 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 3 years ago
- ☆16Dec 11, 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.
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆421Oct 26, 2024Updated last year
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆52Feb 19, 2026Updated 3 months ago
- A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.☆23May 26, 2022Updated 4 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- Differentially Private Federated Learning on Heterogeneous Data☆77Feb 22, 2022Updated 4 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆46Nov 29, 2021Updated 4 years ago
- ☆10Jun 4, 2021Updated 5 years ago
- Useful tools for differential privacy☆219Sep 11, 2022Updated 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.
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆36Dec 28, 2021Updated 4 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Feb 13, 2020Updated 6 years ago
- User Communities with Machine Learning☆15Sep 29, 2021Updated 4 years ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 2 years ago
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆15Oct 9, 2022Updated 3 years ago
- ☆46Aug 4, 2023Updated 2 years ago
- Paper To Code implementation of NVIDIA's GauGan on a custom Landscape 's Dataset. Generating photorealistic-ish:p images from drawings☆12May 6, 2022Updated 4 years ago
- XDU-计科网安方向大数据安全与隐私实验三阶梯三-数据差分隐私处理☆13Jun 25, 2022Updated 3 years ago
- ☆334Apr 14, 2026Updated last month
- 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.
- GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting☆15Mar 12, 2023Updated 3 years ago
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆15Mar 24, 2022Updated 4 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Apr 13, 2020Updated 6 years ago
- Machine learning algorithms implements with jax for machine learning in production in large scale dataset.☆18May 24, 2026Updated 2 weeks ago
- [NeurIPS 2021] "G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators" by Yunhui Long*…☆30Oct 26, 2021Updated 4 years ago
- ☆35Oct 12, 2022Updated 3 years ago
- 本项目基于正点原子的STM32F407探索者开发板,ov2640摄像头。本项目使用STM32F4进行图像处理,识别图像画面中较亮的三个光点,并且通过串口打印出三个光点的坐标。☆21Aug 31, 2019Updated 6 years ago
- A list Viterbo algorithm for decoding PAC codes with various code constructions/rate-profiles☆11May 6, 2022Updated 4 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 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"☆16Dec 16, 2025Updated 5 months ago
- This repo contains the underlying code for all the experiments from the paper: "Automatic Discovery of Privacy-Utility Pareto Fronts"☆28Oct 3, 2022Updated 3 years ago
- ☆15Jun 5, 2023Updated 3 years ago
- ☆17Oct 14, 2025Updated 7 months ago
- The project code is the Source code of the paper "Payload-Independent Direct Cost Learning for Image Steganography"☆13Oct 19, 2023Updated 2 years ago
- Learning rate adaptation for differentially private stochastic gradient descent☆18Apr 23, 2021Updated 5 years ago
- FairGrad, is an easy to use general purpose approach to enforce fairness for gradient descent based methods.☆14Oct 2, 2023Updated 2 years ago