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Search results for data science privacy

17 search results found

Dataprofiler ⭐ 1,310

What's in your data? Extract schema, statistics and entities from datasets

Concrete Ml ⭐ 607

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

Concrete Numpy ⭐ 206

Concrete-Numpy: A library to turn programs into their homomorphic equivalent.

Deep Spying ⭐ 173

Spying using Smartwatch and Deep Learning

Cape Dataframes ⭐ 162

Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.

Secure Xgboost ⭐ 86

Secure collaborative training and inference for XGBoost.

Liberate Fhe ⭐ 76

A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.

Generative modeling of synthetic time series data and time series augmentations

Diffpriv ⭐ 58

Easy differential privacy in R

Asynchronous Federated Learning ⭐ 49

Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)

Secure distributed dataflow framework for encrypted machine learning and data processing

Gretel Python Client ⭐ 40

The Gretel Python Client allows you to interact with the Gretel REST API.

Cross Device Tracking ⭐ 14

Data and software for cross-device tracking data collection

Ethics.fast.ai ⭐ 8

The fast.ai data ethics course

Repository for CS208: Applied Privacy for Data Science

Ludoscity ⭐ 7

An open source toolbox for digital Citizens.

Gitalizer ⭐ 6

A git/github repository data collector to analyse privacy implications of exposing Git metadata

Genomic Data Science for PIs Curriculum Outline

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