jnear / cs211-data-privacyLinks
☆42Updated 2 years ago
Alternatives and similar repositories for cs211-data-privacy
Users that are interested in cs211-data-privacy are comparing it to the libraries listed below
Sorting:
- Statistical Counterexample Detector for Differential Privacy☆28Updated last year
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆532Updated last year
- ☆319Updated 2 months ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 3 years ago
- list of differential-privacy related resources☆315Updated 8 months ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆275Updated last year
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆678Updated 4 months ago
- A SMPC companion library for Syft☆104Updated 3 months ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆76Updated 2 years ago
- Final project for Lesson 6: Differential privacy for deep learning in the Facebook and Udacity Secure and Private AI scholarship nanodeg…☆21Updated 5 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- A Simulator for Privacy Preserving Federated Learning☆95Updated 4 years ago
- Differential private machine learning☆195Updated 3 years ago
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆106Updated this week
- Federated gradient boosted decision tree learning☆68Updated 2 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆135Updated 2 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆49Updated 6 years ago
- ☆40Updated 2 years ago
- A library for running Functional Encryption on tensors☆43Updated 4 years ago
- Privacy Preserving Machine Learning (Manning Early Access Program)☆33Updated 2 years ago
- Differentially Private (tabular) Generative Models Papers with Code☆52Updated last year
- Differentially Private Optimization for PyTorch 👁🙅♀️☆187Updated 5 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Updated 2 years ago
- ☆33Updated 2 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- A toolbox for differentially private data generation☆132Updated 2 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated last year