ObliviousAI / petlab_competitionLinks
🏁 The core repository to support participants through the UN PET Lab Hackathon 2022 👉 Registration at: https://petlab.officialstatistics.org/
☆19Updated 3 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:
- ☆36Updated 2 years ago
- Tools and service for differentially private processing of tabular and relational data☆287Updated 3 months ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆541Updated 3 weeks ago
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆108Updated 2 weeks ago
- ☆271Updated last year
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆93Updated 2 weeks ago
- The core library of differential privacy algorithms powering the OpenDP Project.☆398Updated this week
- Diffprivlib: The IBM Differential Privacy Library☆896Updated 2 months ago
- ☆41Updated 2 years ago
- A toolbox for differentially private data generation☆130Updated 2 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆686Updated 7 months ago
- Code samples and documentation for SmartNoise differential privacy tools☆134Updated 3 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 5 years ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆282Updated last week
- SDNist: Benchmark data and evaluation tools for data synthesizers.☆39Updated 4 months ago
- Datasets derived from US census data☆273Updated last year
- Differentially Private (tabular) Generative Models Papers with Code☆53Updated last year
- ☆45Updated 4 years ago
- list of differential-privacy related resources☆317Updated 10 months ago
- Comparing fairness-aware machine learning techniques.☆160Updated 2 years ago
- Anonymization library for python. Protect the privacy of individuals.☆31Updated last year
- autodp: A flexible and easy-to-use package for differential privacy☆276Updated 2 years ago
- Anonymization methods for network security.☆164Updated 9 months ago
- PrivGAN: Protecting GANs from membership inference attacks at low cost☆36Updated last year
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆174Updated 2 years ago
- Evaluating variety of k-Anonymity techniques.☆54Updated 2 years ago
- Federated gradient boosted decision tree learning☆68Updated 2 years ago
- A Differentially-Private Random Decision Forest using Smooth Sensitivity☆12Updated 9 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago