chamikara1986

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

Health_records_PPGANs-Privacy-preserving-GANs

PPGANs: Privacy-preserving Generative Adversarial Networks.

LDPFL

Local Differential Privacy for Federated Learning

deepchecks

Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.

dp-generative-models

Differentially Private (tabular) Generative Models Papers with Code

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

awesome-public-datasets

A topic-centric list of HQ open datasets.

medium-resources

Federated-Learning-with-Differential-Privacy

Implementation of dp-based federated learning framework using PyTorch

BA-BAM

Resurrecting Trust in Facial Recognition: Mitigating Backdoor Attacks in Face Recognition to Prevent Potential Privacy Breaches

gensim

Topic Modelling for Humans

SanText

Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"

Awesome-Federated-Machine-Learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

EHR_i2b2_emrQA

Code for the emrQA question answering dataset

Awesome-Privacy

Repository for collection of research papers on privacy.

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

PrivateWordEmbeddings

Study of the paper "Differentially Private Representation for NLP"

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

Attack-Adaptive-Aggregation-in-Federated-Learning

This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.

facenet

Face recognition usage example

leaf

Leaf: A Benchmark for Federated Settings

awesome-he

✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

EvaluatingDPML

This project's goal is to evaluate the privacy leakage of differentially private machine learning models.

paperscraper

Tools to scrape metadata from pubmed, arxiv, medrxiv and chemrxiv.

ABigSurvey

A collection of 500+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)

gans-awesome-applications

Curated list of awesome GAN applications and demo

synthetic_data_release

federated_learning_pytorch

Simplified implementation of federated learning in PyTorch