建立基于差分隐私的贝叶斯网络，使得结构化数据同时兼备隐私性与效用性
☆30Jan 31, 2021Updated 5 years ago
Alternatives and similar repositories for PrivBayes
Users that are interested in PrivBayes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 本项目实现自《差分隐私下满足一致性的轨迹流量发布方法》，作者蔡剑平☆12Sep 2, 2019Updated 6 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆51Oct 7, 2018Updated 7 years ago
- ☆19Jun 11, 2021Updated 5 years ago
- cluster based generalization for k-anonymity☆30May 27, 2019Updated 7 years ago
- 这是我的毕业设计，要求的是带差分隐私的推荐系统，算法采用协同过滤☆42May 14, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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
- Code for NIPS'2017 paper☆51Jul 16, 2020Updated 5 years ago
- ☆11Aug 14, 2024Updated last year
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 7 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆49Aug 30, 2022Updated 3 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆172Dec 11, 2022Updated 3 years ago
- For making notes when researching and studying.☆10Jul 29, 2022Updated 3 years ago
- an example of how to handle the gowalla check in dataset☆14May 25, 2017Updated 9 years ago
- Replication code for Continuous Diffusion for Mixed-Type Tabular Data [ICLR 2025]☆13Aug 12, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code and full version of the paper "Hijacking Attacks against Neural Network by Analyzing Training Data"☆14Feb 28, 2024Updated 2 years ago
- ☆13Oct 18, 2022Updated 3 years ago
- Quantifying Differential Privacy under Temporal Correlations☆12Mar 24, 2026Updated 2 months ago
- The source codes of TDv2 in paper: TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition.☆12Jul 28, 2022Updated 3 years ago
- ☆17Sep 9, 2020Updated 5 years ago
- Prompting For Named Entity Recognition☆19Sep 6, 2023Updated 2 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Apr 16, 2021Updated 5 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
- Differentially Private (tabular) Generative Models Papers with Code☆54Jul 2, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Diffprivlib: The IBM Differential Privacy Library☆913Sep 17, 2025Updated 9 months ago
- Datasets used for NeuralProphet tutorials☆21Jul 7, 2023Updated 2 years ago
- FIRM Toolbox for MATLAB☆17Jan 16, 2017Updated 9 years ago
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆386Sep 2, 2025Updated 9 months ago
- 自然语言处理_CCF大数据与计算智能大赛_面向数据安全治理的数据内容智能发现与分级分类☆11Nov 17, 2022Updated 3 years ago
- TabDDPM is the state of the art synthetic data generation tool using diffusion models. Here I wrap the diffusion model in an easier plug …☆20Jun 26, 2025Updated 11 months ago
- Creating tabular GAN on credit card dataset☆20Apr 29, 2020Updated 6 years ago
- 🔥🔥🔥 前端面试、前端算法、前端项目实战，独有前端面试题详解，前端面试刷题必备，1000+前端面试真题，Html、Css、JavaScript、Vue、React、Node、TypeScript、Webpack、算法、网络与安全、浏览器、低代码、前端脚手架☆17Apr 25, 2024Updated 2 years ago
- Differentially private data release for data mining [SIGKDD 2011] - convert a relational data set into a differentially-private version w…☆16Sep 11, 2015Updated 10 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆20Oct 27, 2023Updated 2 years ago
- Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"☆16Mar 21, 2023Updated 3 years ago
- Useful tools for differential privacy☆219Sep 11, 2022Updated 3 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Feb 13, 2020Updated 6 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Feb 9, 2025Updated last year
- Code for CCS '23 paper "Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation"☆16Nov 17, 2023Updated 2 years ago
- 基于phe库的安全多方计算协议实现☆11Jun 1, 2022Updated 4 years ago