Pinned Repositories
ABigSurvey
A collection of 500+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
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.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
Awesome-Federated-Learning
A collection of research papers categorized into broad topics in federated learning.
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
awesome-he
✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources
LDPFL
Local Differential Privacy for Federated Learning
PABIDOT
Efficient Privacy Preservation of Big Data for Accurate Data Mining
chamikara1986's Repositories
chamikara1986/LDPFL
Local Differential Privacy for Federated Learning
chamikara1986/ABigSurvey
A collection of 500+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
chamikara1986/adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
chamikara1986/AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
chamikara1986/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.
chamikara1986/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
chamikara1986/Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
chamikara1986/awesome-he
✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources
chamikara1986/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
chamikara1986/Awesome-Privacy
Repository for collection of research papers on privacy.
chamikara1986/awesome-public-datasets
A topic-centric list of HQ open datasets.
chamikara1986/BA-BAM
Resurrecting Trust in Facial Recognition: Mitigating Backdoor Attacks in Face Recognition to Prevent Potential Privacy Breaches
chamikara1986/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.
chamikara1986/dp-generative-models
Differentially Private (tabular) Generative Models Papers with Code
chamikara1986/EHR_i2b2_emrQA
Code for the emrQA question answering dataset
chamikara1986/EvaluatingDPML
This project's goal is to evaluate the privacy leakage of differentially private machine learning models.
chamikara1986/facenet
Face recognition usage example
chamikara1986/Federated-Learning-with-Differential-Privacy
Implementation of dp-based federated learning framework using PyTorch
chamikara1986/federated_learning_pytorch
Simplified implementation of federated learning in PyTorch
chamikara1986/gans-awesome-applications
Curated list of awesome GAN applications and demo
chamikara1986/gensim
Topic Modelling for Humans
chamikara1986/Health_records_PPGANs-Privacy-preserving-GANs
PPGANs: Privacy-preserving Generative Adversarial Networks.
chamikara1986/leaf
Leaf: A Benchmark for Federated Settings
chamikara1986/mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
chamikara1986/medium-resources
chamikara1986/nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
chamikara1986/paperscraper
Tools to scrape metadata from pubmed, arxiv, medrxiv and chemrxiv.
chamikara1986/PrivateWordEmbeddings
Study of the paper "Differentially Private Representation for NLP"
chamikara1986/SanText
Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"
chamikara1986/synthetic_data_release