Local Differential Privacy for Federated Learning
☆19Oct 24, 2022Updated 4 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 3 years ago
- Implementation of local differential privacy mechanisms in Python language.☆29Jul 26, 2022Updated 4 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 4 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 3 years ago
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆53Feb 19, 2026Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆15Dec 11, 2023Updated 2 years ago
- Simplified implementation of federated learning in PyTorch☆32Jan 7, 2021Updated 5 years ago
- ☆46Aug 4, 2023Updated 3 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆423Oct 26, 2024Updated 2 years 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
- ☆10Jun 4, 2021Updated 5 years ago
- Official Pytorch implementation for "Differentially Private Federated Learning on Heterogeneous Data" (AISTATS 2022)☆77Feb 22, 2022Updated 4 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆48Mar 1, 2018Updated 8 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.
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆11Feb 13, 2020Updated 6 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 3 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 4 years ago
- Code accompanying the paper "Disparate Impact in Differential Privacy from Gradient Misalignment".☆11Apr 4, 2023Updated 3 years ago
- 华南理工大学第十六届挑战杯作品《一种基于蓝牙和语音控制的智能家居系统》源码☆12Mar 16, 2019Updated 7 years ago
- [IJCAI 2020] This is an official code implementation for Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes.☆11Jul 7, 2021Updated 5 years ago
- ☆35May 23, 2021Updated 5 years ago
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆14Oct 9, 2022Updated 4 years ago
- ALiSa: Acrostic Linguistic Steganography Based on BERT and Gibbs Sampling☆10Dec 5, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for paper: "Privately generating tabular data using language models".☆15Jun 13, 2023Updated 3 years ago
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆15Mar 24, 2022Updated 4 years ago
- ☆343Sep 19, 2026Updated last month
- GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting☆15Mar 12, 2023Updated 3 years ago
- ☆12Sep 14, 2022Updated 4 years ago
- The code for the EACL 2023 paper "PromptDA: Label-guided Data Augmentation for Prompt-based Few-Shot Learners"☆10Oct 18, 2023Updated 3 years ago
- ☆35Oct 12, 2022Updated 4 years ago
- ☆15Jun 5, 2023Updated 3 years ago
- [NeurIPS 2021] "G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators" by Yunhui Long*…☆30Oct 26, 2021Updated 5 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.
- ☆12Jan 30, 2023Updated 3 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
- echarts大屏展示得数据可视化☆11Sep 6, 2018Updated 8 years ago
- 一份系统性掌握现代高级后台开发核心技术栈的实战指南☆13Oct 17, 2025Updated last year
- Re-implementation of "Adversarial Reprogramming of Neural Network" in PyTorch☆14Nov 9, 2019Updated 6 years ago
- The project code is the Source code of the paper "Payload-Independent Direct Cost Learning for Image Steganography"☆13Oct 19, 2023Updated 3 years ago
- "Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things" (IEEE Bigdata) - Exploring resource-…☆23Apr 15, 2025Updated last year