glassonion1 / anonypy
Anonymization library for python. Protect the privacy of individuals.
☆26Updated 3 months ago
Alternatives and similar repositories for anonypy:
Users that are interested in anonypy are comparing it to the libraries listed below
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆510Updated 4 months ago
- Tools and service for differentially private processing of tabular and relational data☆256Updated last month
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆75Updated 6 months ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆73Updated last year
- ☆34Updated last year
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆618Updated 3 weeks ago
- Anonymization methods for network security.☆152Updated 5 years ago
- The core library of differential privacy algorithms powering the OpenDP Project.☆338Updated this week
- An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"☆95Updated 3 weeks ago
- ☆39Updated 2 years ago
- PrivGAN: Protecting GANs from membership inference attacks at low cost☆33Updated 7 months ago
- pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.☆30Updated this week
- A toolbox for differentially private data generation☆128Updated last year
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆110Updated last week
- Differentially Private (tabular) Generative Models Papers with Code☆46Updated 6 months ago
- Evaluating variety of k-Anonymity techniques.☆54Updated last year
- list of differential-privacy related resources☆305Updated last week
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆42Updated last year
- An implementation of "Data Synthesis via Differentially Private Markov Random Fields"☆11Updated 9 months ago
- ☆262Updated 9 months ago
- Diffprivlib: The IBM Differential Privacy Library☆843Updated last month
- ☆305Updated 6 months ago
- ☆20Updated last year
- Privacy-Preserving Machine Learning (PPML) Tutorial☆37Updated 7 months ago
- Implementation of local differential privacy mechanisms in Python language.☆28Updated 2 years ago
- Differential private machine learning☆184Updated 2 years ago
- A library to generate synthetic tabular or RDF data using Conditional Generative Adversary Networks (GANs) combined with Differential Pri…☆37Updated 3 months ago
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆170Updated last year
- ☆43Updated 3 years ago
- SDNist: Benchmark data and evaluation tools for data synthesizers.☆34Updated last week