ObliviousAI / petlab_competition
🏁 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:
- ☆36Updated last year
- An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"☆102Updated last week
- Tools and service for differentially private processing of tabular and relational data☆267Updated 4 months ago
- The core library of differential privacy algorithms powering the OpenDP Project.☆359Updated this week
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆518Updated 8 months ago
- ☆39Updated 2 years ago
- ☆267Updated last year
- SDNist: Benchmark data and evaluation tools for data synthesizers.☆35Updated this week
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆86Updated this week
- Diffprivlib: The IBM Differential Privacy Library☆865Updated last week
- A toolbox for differentially private data generation☆131Updated last year
- Code samples and documentation for SmartNoise differential privacy tools☆133Updated 2 years ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆73Updated last year
- ☆27Updated last year
- Differentially Private (tabular) Generative Models Papers with Code☆48Updated 10 months ago
- ☆43Updated 3 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆649Updated 3 weeks ago
- Evaluating variety of k-Anonymity techniques.☆54Updated last year
- autodp: A flexible and easy-to-use package for differential privacy☆275Updated last year
- Anonymization methods for network security.☆157Updated 2 months ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆74Updated last year
- Software for evaluating the quality of synthetic data compared with real data.☆21Updated last month
- Course Material for the Tutorial on Privacy Enhancing Technologies and PPML☆13Updated 3 years ago
- pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.☆37Updated this week
- Datasets derived from US census data☆261Updated last year
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆277Updated this week
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆24Updated 5 years ago
- list of differential-privacy related resources☆310Updated 4 months ago
- Differentially-private transformers using HuggingFace and Opacus☆138Updated 8 months ago