Billy1900 / Awesome-Differential-Privacy Star 180 Code Issues Pull requests Discussions Differential private machine learning survey differential-privacy privacy-preserving differentially-private differential-privacy-learning dpsgd differential-privacies Updated Feb 10, 2022 Python
mmalekzadeh / privacy-preserving-bandits Star 22 Code Issues Pull requests Privacy-Preserving Bandits (MLSys'20) machine-learning reinforcement-learning recommender-system recommendation bandit-learning differential-privacy contextual-bandits bandit-algorithm federated-learning bandit-algorithms privacy-preserving-machine-learning online-machine-learning criteo-dataset differentially-private privacy-preserving-bandits Updated Dec 8, 2022 Jupyter Notebook
stefanrmmr / differentially_private_synthetic_data Star 11 Code Issues Pull requests Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS privacy data-analysis gdpr differential-privacy sensitive-data-security privacy-enhancing-technologies synthetic-data data-anonymization synthetic-dataset-generation privacy-preserving-machine-learning data-anonymity dsgvokonform differentially-private synthetic-data-generation pategan quasi-identifiers privacy-preserving-synthetic-data dpsdg dpgan dpwgan Updated Jul 26, 2022 Jupyter Notebook
RonyAbecidan / PrivateWordEmbeddings Star 7 Code Issues Pull requests Study of the paper "Differentially Private Representation for NLP" nlp machine-learning natural-language-processing privacy text-classification word-embeddings pytorch nlp-machine-learning differential-privacy anonymization differentially-private private-word-embedding Updated Sep 27, 2022 Jupyter Notebook