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awesome-dp-fairness-ml-infectionprediction-papers

Awesome papers about differential privacy and fairness and machine learning and infection prediction

circle-game

Private Contact Tracing Boosted by TEE

dcube

D-Cube: Dense-Block Detection in Terabyte-Scale Tensors (WSDM'17)

docker-stacks

Ready-to-run Docker images containing Jupyter applications

dpcomp_core

ektelo

fl-attacks-papers

A list of papers using/about Federated Learning especially malicious client and attacks.

fl-tee

OLIVE: Oblivious and Differentially Private Federated Learning on TEE

go-intern-diary

hdpview

HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational Data

incubator-teaclave-sgx-sdk

Rust SGX SDK provides the ability to write Intel SGX applications in Rust Programming Language.

libpsi

A repository for private set intersection.

linux-sgx

Intel SGX for Linux*

mondrian

Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).

pct

PCT-TEE: Private Contact Tracing with Trusted Execution Environment

picscraper

picture scraper from google image search

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

sql-differential-privacy

Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.

succinct-trie

surf

First Practical and General-purpose Range Filter

tee-psi

prototype of tee-based private set intersection

tf-models

Models built with TensorFlow

uldp-fl

ULDP-FL: Federated Learning with Across Silo User-Level Differential Privacy

verifiable-ldp

Preventing Manipulation Attack in Local Differential Privacy using Verifiable Randomization Mechanism

verify-ldp

LDP verification with Remote Attestation using Intel SGX

zetasql

ZetaSQL - Analyzer Framework for SQL