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privacy
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76 search results found
Adversarial Robustness Toolbox
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4,420
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Privacy
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1,830
Library for training machine learning models with privacy for training data
Opacus
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1,535
Training PyTorch models with differential privacy
Awesome Federated Learning
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1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Dataprofiler
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1,310
What's in your data? Extract schema, statistics and entities from datasets
Tf Encrypted
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1,161
A Framework for Encrypted Machine Learning in TensorFlow
Awesome Fl
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1,103
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
Awesome Artificial Intelligence Guidelines
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1,083
This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.
Recordlinkage
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808
A powerful and modular toolkit for record linkage and duplicate detection in Python
Differential Privacy Library
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753
Diffprivlib: The IBM Differential Privacy Library
Concrete Ml
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607
Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.
Ml_privacy_meter
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501
Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
Awesome Ml Privacy Attacks
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488
An awesome list of papers on privacy attacks against machine learning
Awesome Federated Learning
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482
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Blindai
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470
Confidential AI deployment with secure enclaves 🔒
Synthcity
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292
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
Aijack
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283
Security and Privacy Risk Simulator for Machine Learning
Mc2
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268
A Platform for Secure Analytics and Machine Learning
Awesome Privacy
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234
Repository for collection of research papers on privacy.
Ppml Resource
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184
Materials about Privacy-Preserving Machine Learning
Privacyraven
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172
Privacy Testing for Deep Learning
Opaque Sql
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171
An encrypted data analytics platform
Cape Dataframes
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162
Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.
Robustdg
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160
Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.
Envisedge
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132
Deploy recommendation engines with Edge Computing
Presidio Research
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131
This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.
Photolabeller
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101
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
Sympc
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87
A SMPC companion library for Syft
Secure Xgboost
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86
Secure collaborative training and inference for XGBoost.
Mia
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81
A library for running membership inference attacks against ML models
Awesome Ppml
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80
A curated list of resources for privacy-preserving machine learning
Ai Privacy Toolkit
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79
A toolkit for tools and techniques related to the privacy and compliance of AI models.
Liberate Fhe
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76
A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.
Suspicious_login
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73
Detect and warn about suspicious IPs logging into Nextcloud
Membership Inference
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68
Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)
Website Fingerprinting
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63
Deanonymizing Tor or VPN users with website fingerprinting and machine learning.
Owasp Seraphimdroid
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60
OWASP Seraphimdroid is an open source project with aim to create, as a community, an open platform for education and protection of Android users against privacy and security threats.
Tsgm
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60
Generative modeling of synthetic time series data and time series augmentations
Netshare
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59
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
Blurfaces
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58
blurs faces in video
Diffpriv
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58
Easy differential privacy in R
Model Inversion Attack Toolbox
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57
A comprehensive benchmark for model inversion attacks and defenses, which is easy to get started.
Asynchronous Federated Learning
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49
Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
Fraud Analysis
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45
Insurance fraud claims analysis project
Sda
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45
Secure distributed aggregation of high-dimensional vectors
Moose
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45
Secure distributed dataflow framework for encrypted machine learning and data processing
Decentralized Ml
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42
Full stack service enabling decentralized machine learning on private data
Meething Ml Camera
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41
Machine-Learning powered Virtual Camera with SVG Animation (alpha)
Gretel Python Client
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40
The Gretel Python Client allows you to interact with the Gretel REST API.
Freeandopenmachinelearning
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40
This project is created to promote and advocate the use of FOSS machine learning.
Autoclear Chatgpt History
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32
🕶️ Adds chat auto-clear functionality to ChatGPT for more privacy
Guardian Ai
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29
Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.
Test Data Generation
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27
Test Data Generation
Privee
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22
Google Chrome extension using machine learning to summarize privacy policies
Focus
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19
This repo contains code for the paper: "Can Foundation Models Help Us Achieve Perfect Secrecy?"
Private Ml For Health
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18
Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
Ispyml
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17
Just another app that looks for NSFW😱 photos into your 'hidden' folder. 🍎 Posts to Facebook timeline is v 2.0 feature.
Ancile
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14
Implementing use-based privacy for ubiquitous computing.
Crowd Ml
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14
Framework for Crowd-sourced Machine Learning
Privacy Preserving Bandits
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14
Privacy-Preserving Bandits (MLSys'20)
Honest But Curious Nets
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14
Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)
Ai Sdc
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11
Collection of tools and resources for managing the statistical disclosure control of trained machine learning models
Pets Bootcamp
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11
A collection of demos and utilities prepared ahead of the Vector Institute Privacy Enhancing Techniques (PETs) Bootcamp.
Ldp Protocols Mobility Cdrs
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11
Implementation of local differential privacy in Python language.
Ward2icu
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11
Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward
Ml Privacy Csf18
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11
Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"
Tik_tok
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9
This repository contains code and data for "Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks" paper, published in PETS 2020.
Seal Fyp Logistic Regression
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9
My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.
Ethics.fast.ai
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8
The fast.ai data ethics course
Data Privacy Uga
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8
Data Privacy - CSCI 6900, Fall '16
Splitguard
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8
Supplementary code for the paper "SplitGuard: Detecting and MitigatingTraining-Hijacking Attacks in Split Learning"
Federated_kmeans
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7
Federated k-means clustering algorithm implementation and proof of concept.
Defending Federated Learning System
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7
Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from data/model poisoning and reverse engineering attacks.
Gdspi
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6
Genomic Data Science for PIs Curriculum Outline
Secure Federated Learning
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5
Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.
Photils Android
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5
Android application that tries to predict keywords based on the selected image. The application passes a selected image through a neural network, classifies it, and extracts the suggested tags. Everything happens offline without the need that your data are sent over the internet.
Plot4ai Library
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5
Privacy Library Of Threats 4 Artificial Intelligence
Privacy Pioneer Machine Learning
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5
Code and models for the machine learning used in Privacy Pioneer
Bissembert1618.github.io
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5
Philosophy, Poetry, Ethics in tech, sci-fi, Rock n roll, and all that stands in between. Chief Metaverse at @Metaphysic_ai
Privacy_enhancing_technologies_portfolio
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5
This repository contains projects applying privacy-enhancing technologies.
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