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mixedvinetoolbox

Matlab toolbox for canonical vine copula trees with mixed continuous and discrete margins

ml-privacy-regulization

ml-visuals

Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

models

Models and examples built with TensorFlow

mpc-with-phe

Project that implements Model Predictive Control on encrypted data.

mvg-mechansim

A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.

nndl-codes

Sample Codes for NNDL

onlinestudy-vue

网络安全在线教学网站-前端部分

onllinestudy

网络安全在线教学网站后端

opacus

Training PyTorch models with differential privacy

open-traffic-collection

Collection of open data resources for traffic information

parknshop

this is parknshop project for XDSPM class

pckv

USENIX Security' 20

pglp

PGLP

pixeldp

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pp_image_registration

Privacy Preserving Image Registration

pplr_ss

Privacy-preserving Logistic Regression with Secret Sharing

pprw_sgd_bpldp

PRIVACY PRESERVING AND ROBUST WATERMARKING ON SEQUENTIAL GENOME DATA USING BELIEF PROPAGATION AND LOCAL DIFFERENTIAL PRIVACY - Contact [email protected] for the code requests.

pricure

PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting

privacy

Library for training machine learning models with privacy for training data

privacyengcollabspace

Privacy Engineering Collaboration Space

privacyfl

privacypreservingdatamining

Code uses Gaussian Noise methods to hide sensitive information and then Apriori to generate frequent item-sets.

private-ml-for-health

Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)

private-pgm

An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"

privatedeeplearning

Differential Privacy Preservation in Deep Learning

privatemultiplicativeweights.jl

Differentially private synthetic data

privit

An implementation of Priv'IT: Private and Sample Efficient Identity Testing

privmdr