M.A.P. Chamikara's repositories
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
Health_records_PPGANs-Privacy-preserving-GANs
PPGANs: Privacy-preserving Generative Adversarial Networks.
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.
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
federated_learning_pytorch
Simplified implementation of federated learning in PyTorch