联邦学习隐私保护综述
☆36Oct 15, 2021Updated 4 years ago
Alternatives and similar repositories for FL-privacy-protection-survey
Users that are interested in FL-privacy-protection-survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 自己的个人毕设，联邦学习相关，主要是多方安全计算中秘密分享的一种算法实现，以完成不需要第三方的安全隐私传输。（An algorithm implementation of secret sharing in multi-party secure computing to c…☆18Apr 10, 2022Updated 4 years ago
- 联邦学习相关资源整理☆45Nov 17, 2020Updated 5 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 3 years ago
- 联邦学习☆1,150Mar 14, 2023Updated 3 years ago
- 多方安全计算技术&联邦学习相关/Multi party security computing technology federated learning☆19Feb 18, 2024Updated 2 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.
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆17Aug 2, 2024Updated 2 years ago
- 使用tensorflow2.1实现联合学习推荐模型，并加入差分隐私噪声进行隐私保护。☆54Mar 25, 2023Updated 3 years ago
- DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release (VLDB' 2024)☆27Jan 25, 2025Updated last year
- 《密码学原理与实践》冯登国第三版 —— Java实现☆10Dec 9, 2017Updated 8 years ago
- Code for the paper "Bayesian Differential Privacy for Machine Learning"☆23Aug 12, 2020Updated 6 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
- 联邦学习论文以及论文笔记☆23Dec 16, 2020Updated 5 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated 2 years ago
- Privacy-preserving machine learning for small molecule data using fully homomorphic encryption.☆13Mar 2, 2026Updated 6 months 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.
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆386Sep 2, 2025Updated last year
- vertical federated learning demo with crypten☆48Sep 5, 2021Updated 5 years ago
- 一个基于区块链的存储系统，可以在多个节点（设备）中，为用户生成非对称加密的公私钥对，并使用此密钥对，对数据进行加密上传，和解密下载。☆12Nov 16, 2022Updated 3 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆638Apr 28, 2021Updated 5 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- 一个大学生社区，可以通过发布任务与接受任务来实现互助的社交平台，并且有二手市场功能与排行榜，目前只有最基本的功能，有待升级更新，bug还不少，使用了目前比较流行的框架，Retrofit2+Rxjava+Glide , 自己封装了一些常用的工具类，比…☆16May 24, 2017Updated 9 years ago
- 这是一个基于同态加密算法实现的隐私保护电子投票系统☆59Jun 22, 2022Updated 4 years ago
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years ago
- ☆21Mar 12, 2023Updated 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.
- Implementation of NIPS2023: Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieva☆11Nov 12, 2024Updated last year
- pandas练习☆11Apr 23, 2019Updated 7 years ago
- A compiled list of resources and materials for PPML☆13May 10, 2025Updated last year
- Produce results of federated algorithms on various benchmarks☆17Oct 11, 2024Updated last year
- This project uses the Labeled Faces in the Wild (LFW) dataset, and the goal is to train variants of deep architectures to learn when a…☆20Sep 14, 2018Updated 8 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆11Feb 13, 2020Updated 6 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Mar 1, 2018Updated 8 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- 校园二手交易App，编译环境为 Android Studio 2.2.2☆13Mar 31, 2017Updated 9 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Audio-driven facial animation using neural networks.☆12Mar 31, 2020Updated 6 years ago
- Solutions to all questions of the book Introduction to the Theory of Computation, 3rd edition by Michael Sipser☆13Dec 8, 2020Updated 5 years ago
- A AWD Backup of Bugku.☆12Apr 3, 2022Updated 4 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Jun 29, 2023Updated 3 years ago
- Codes for paper "ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations"☆17May 22, 2024Updated 2 years ago
- MarsCTF的前端界面 https://github.com/b1ackc4t/MarsCTF☆14Aug 9, 2022Updated 4 years ago
- ☆15Aug 2, 2025Updated last year