PyTorch implementation of a number of mechanisms in local differential privacy
☆17Feb 17, 2022Updated 4 years ago
Alternatives and similar repositories for LDP-mechanisms
Users that are interested in LDP-mechanisms are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for CCS '23 paper "Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation"☆16Nov 17, 2023Updated 2 years ago
- ☆14Feb 19, 2025Updated last year
- Accompanying source code to my Bachelor's thesis at TUHH☆11Mar 15, 2018Updated 8 years ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆49Jul 3, 2023Updated 2 years ago
- A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.☆19Aug 12, 2020Updated 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.
- Secure and utility-aware data collection with condensed local differential privacy☆17Apr 13, 2020Updated 6 years ago
- [NeurIPS 2020] Simple and practical private mean and covariance estimation.☆35Oct 4, 2020Updated 5 years ago
- Implementations of differentially private release mechanisms for graph statistics☆24May 6, 2022Updated 4 years ago
- Useful tools for differential privacy☆219Sep 11, 2022Updated 3 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆49Aug 30, 2022Updated 3 years ago
- playing with Dwork's adaptive holdout and how to use it for a grid-search☆11Feb 22, 2018Updated 8 years ago
- Symmetric Homomorphic Encryption☆11Jul 26, 2022Updated 3 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆27Mar 19, 2025Updated last year
- Symmetric Partial Homomorphic Encryption☆15Oct 13, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆80May 22, 2022Updated 4 years ago
- SCAN: A Structural Clustering Algorithm for Networks python implementation☆12Jun 11, 2015Updated 10 years ago
- Privacy-Preserving Bandits (MLSys'20)☆22Dec 8, 2022Updated 3 years ago
- ☆333Apr 14, 2026Updated last month
- ☆13Jul 12, 2022Updated 3 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆34Apr 29, 2021Updated 5 years ago
- A framework for protecting worker location privacy in spatial crowdsourcing☆15Apr 7, 2016Updated 10 years ago
- Evaluation code for mobile crowdsourcing privacy (paper: On (The Lack Of) Location Privacy in Crowdsourcing Applications -- USENIX Securi…☆19Nov 25, 2020Updated 5 years ago
- An unofficial implementation in python3.6 for the paper: Facetnet: a framework for analyzing communities and their evolutions in dynamic …☆18Sep 22, 2018Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Python爬虫登陆教务系统查询成绩,附带均分计算和 GPA 计算,可自定义过滤科目☆14Mar 21, 2019Updated 7 years ago
- Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"☆16Mar 21, 2023Updated 3 years ago
- Sample LDP implementation in Python☆128Jul 26, 2023Updated 2 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆20May 26, 2025Updated last year
- ☆10Dec 8, 2018Updated 7 years ago
- Python language bindings for smartnoise-core.☆76Mar 13, 2023Updated 3 years ago
- ☆46Aug 4, 2023Updated 2 years ago
- A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks (AAAI'20)☆11Jun 10, 2020Updated 5 years ago
- PyTorch implementation of Grad-CAM☆12Mar 20, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICLR 2025] Official implementation for "Bad-PFL: EXPLORING BACKDOOR ATTACKS AGAINST PERSONALIZED FEDERATED LEARNING"☆16Feb 14, 2025Updated last year
- [NeurIPS 2021] "Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models" by Boxin Wang*, Chejian Xu*, Shuoh…☆13Apr 3, 2023Updated 3 years ago
- The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".☆10Oct 23, 2023Updated 2 years ago
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated last year
- Official code of the paper "A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning".☆15Sep 11, 2024Updated last year
- A repository for code used in the paper "On the precision loss in approximate homomorphic encryption"☆11Jan 16, 2025Updated last year
- The source code for the paper "Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation, ACM TOIS 2026".☆14Dec 20, 2025Updated 5 months ago