ObliviousAI / petlab_competitionLinks
🏁 The core repository to support participants through the UN PET Lab Hackathon 2022 👉 Registration at: https://petlab.officialstatistics.org/
☆19Updated 2 years ago
Alternatives and similar repositories for petlab_competition
Users that are interested in petlab_competition are comparing it to the libraries listed below
Sorting:
- ☆271Updated last year
- ☆36Updated 2 years ago
- Tools and service for differentially private processing of tabular and relational data☆280Updated last month
- The core library of differential privacy algorithms powering the OpenDP Project.☆382Updated this week
- Diffprivlib: The IBM Differential Privacy Library☆888Updated 2 weeks ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆533Updated last year
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆106Updated 2 weeks ago
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆92Updated last week
- SDNist: Benchmark data and evaluation tools for data synthesizers.☆37Updated 2 months ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆678Updated 5 months ago
- Code samples and documentation for SmartNoise differential privacy tools☆134Updated 3 years ago
- ☆40Updated 2 years ago
- A toolbox for differentially private data generation☆131Updated 2 years ago
- A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.☆56Updated last year
- A library that implements fairness-aware machine learning algorithms☆126Updated 4 years ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- Differentially Private (tabular) Generative Models Papers with Code☆52Updated last year
- Anonymization methods for network security.☆160Updated 7 months ago
- Bias Auditing & Fair ML Toolkit☆730Updated 4 months ago
- list of differential-privacy related resources☆315Updated 8 months ago
- pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.☆43Updated last week
- FairGrad, is an easy to use general purpose approach to enforce fairness for gradient descent based methods.☆14Updated 2 years ago
- Anonymization library for python. Protect the privacy of individuals.☆31Updated last year
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- Metrics to evaluate quality and efficacy of synthetic datasets.☆247Updated last week
- Course Material for the Tutorial on Privacy Enhancing Technologies and PPML☆13Updated 3 years ago
- Evaluating variety of k-Anonymity techniques.☆54Updated 2 years ago
- A Differentially-Private Random Decision Forest using Smooth Sensitivity☆12Updated 8 years ago
- Training PyTorch models with differential privacy☆1,851Updated 2 weeks ago
- A privacy preserving NLP framework☆198Updated 2 years ago