glassonion1 / anonypy
Anonymization library for python. Protect the privacy of individuals.
☆25Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for anonypy
- Anonymization methods for network security.☆149Updated 5 years ago
- Evaluating variety of k-Anonymity techniques.☆53Updated last year
- ☆39Updated last year
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆507Updated 2 months ago
- Tools and service for differentially private processing of tabular and relational data☆254Updated 3 months ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆606Updated this week
- Implementation of local differential privacy mechanisms in Python language.☆28Updated 2 years ago
- Differentially Private (tabular) Generative Models Papers with Code☆43Updated 4 months ago
- ☆32Updated last year
- PrivGAN: Protecting GANs from membership inference attacks at low cost☆31Updated 5 months ago
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆72Updated 4 months ago
- An implementation of "Data Synthesis via Differentially Private Markov Random Fields"☆11Updated 7 months ago
- The core library of differential privacy algorithms powering the OpenDP Project.☆329Updated this week
- pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.☆29Updated last week
- A toolbox for differentially private data generation☆129Updated last year
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆71Updated last year
- An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"☆93Updated this week
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆41Updated last year
- list of differential-privacy related resources☆297Updated last week
- Web application that makes data releases that satisfy differential privacy using the OpenDP Library☆20Updated 3 months ago
- ☆290Updated this week
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆100Updated this week
- Differential private machine learning☆179Updated 2 years ago
- Python language bindings for smartnoise-core.☆75Updated last year
- ☆18Updated last year
- A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.☆48Updated 2 months ago
- SDNist: Benchmark data and evaluation tools for data synthesizers.☆31Updated 5 months ago
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆70Updated 9 months ago
- A library for running membership inference attacks against ML models☆139Updated last year
- Federated gradient boosted decision tree learning☆68Updated last year