zundamo-ti

zundamo-ti's Stars

• microsoft/SEAL

  Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

  Language:C++3.5k94562706

• homenc/HElib

  HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.

  Language:C++3.1k192369765

• pgmpy/pgmpy

  Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

  Language:Python2.7k74891698

• secretflow/secretflow

  A unified framework for privacy-preserving data analysis and machine learning

  Language:Python2.3k51847383

• tensorflow/privacy

  Library for training machine learning models with privacy for training data

  Language:Python1.9k60179446

• pytorch/opacus

  Training PyTorch models with differential privacy

  Language:Jupyter Notebook1.7k45293335

• zama-ai/concrete

  Concrete: TFHE Compiler that converts python programs into FHE equivalent

  Language:C++1.2k2578141

• tuneinsight/lattigo

  A library for lattice-based multiparty homomorphic encryption in Go

  Language:Go1.2k29300176

• fastai/fastcore

  Python supercharged for the fastai library

  Language:Jupyter Notebook96018391276

• zama-ai/concrete-ml

  Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

  Language:Python9192391137

• zama-ai/tfhe-rs

  TFHE-rs: A Pure Rust implementation of the TFHE Scheme for Boolean and Integer Arithmetics Over Encrypted Data.

  Language:Rust89017103139

• IBM/differential-privacy-library

  Diffprivlib: The IBM Differential Privacy Library

  Language:Python8173341196

• OpenMined/TenSEAL

  A library for doing homomorphic encryption operations on tensors

  Language:C++80721247155

• openfheorg/openfhe-development

  This is the development repository for the OpenFHE library. The current (stable) version is v1.2.1 (released on September 10, 2024).

  Language:C++71614417185

• JuliaCollections/DataStructures.jl

  Julia implementation of Data structures

  Language:Julia68929356244

• arx-deidentifier/arx

  ARX is a comprehensive open source data anonymization tool aiming to provide scalability and usability. It supports various anonymization techniques, methods for analyzing data quality and re-identification risks and it supports well-known privacy models, such as k-anonymity, l-diversity, t-closeness and differential privacy.

  Language:Java62034193213

• OpenMined/PyDP

  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy

  Language:Python50220158139

• vanderschaarlab/synthcity

  A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

  Language:Python4221213656

• thautwarm/MLStyle.jl

  Julia functional programming infrastructures and metaprogramming facilities

  Language:Julia4021013838

• uber-archive/sql-differential-privacy

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

  Language:Scala39331772

• snucrypto/HEAAN

  Language:C++350326995

• DataResponsibly/DataSynthesizer

  Language:HTML254143785

• yuma-mizuno/lean-math-workshop

  数学系のためのLean勉強会

  Language:Lean6671320

• glesica/Neo4j.jl

  A reasonably functional Neo4j driver for the Julia programming language.

  Language:Julia3571217

• acompany-develop/QuickMPC

  A practical engine for Secure Multiparty Computation (SMPC).

  Language:C++318138

• TrustworthyComputing/T2-FHE-Compiler-and-Benchmarks

  A cross compiler and standardized benchmarks for fully homomorphic encryption

  Language:Java304216

• qiyuangong/Mondrian_L_Diversity

  Mondrian for L-diveristy. It's not available now.

  Language:Python18308

• recurve-inc/eeprivacy

  Open source differential privacy for energy efficiency analytics

  Language:Jupyter Notebook15803

• acompany-develop/Humane-LAFW

  Simple and clear sample code for Local Attestation

  Language:C++8202

• schneiderkamplab/syntheval

  Software for evaluating the quality of synthetic data compared with real data.

  Language:Python7333