mbrg / differential-privacyLinks
Naive implementation of basic Differential-Privacy framework and algorithms
☆48Updated 2 years ago
Alternatives and similar repositories for differential-privacy
Users that are interested in differential-privacy are comparing it to the libraries listed below
Sorting:
- Code for NIPS'2017 paper☆50Updated 4 years 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
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- ☆43Updated 3 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆49Updated 4 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.