BenKosSoft / pymovielensLinks
Applying differential privacy to movie recommendation system to guarantee the privacy of individual user ratings.
☆11Updated 7 years ago
Alternatives and similar repositories for pymovielens
Users that are interested in pymovielens are comparing it to the libraries listed below
Sorting:
- Data and code of our paper "Privacy-Preserving News Recommendation Model Learning"☆39Updated 3 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- ☆42Updated 2 years ago
- A project for collecting and showing the current research progress of FedRec☆140Updated 2 years ago
- Code for NIPS'2017 paper☆51Updated 5 years ago
- ☆63Updated 6 years ago
- simple Differential Privacy in PyTorch☆48Updated 5 years ago
- ☆16Updated 6 years ago
- The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published a…☆33Updated 4 years ago
- Papers related to federated learning for recommender system☆32Updated 4 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆45Updated 3 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- Federated Multi-Task Learning☆132Updated 6 years ago
- Differentially Private Clustering in High-Dimensional Euclidean Spaces☆12Updated 7 years ago
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆30Updated 3 years ago
- Model Poisoning Attack to Federated Recommendation☆31Updated 3 years ago
- Code for paper "Interpret Federated Learning with Shapley Values"☆39Updated 6 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆49Updated 4 years ago
- Differentially private learning on distributed data (NIPS 2017)☆12Updated 7 years ago
- Learning rate adaptation for differentially private stochastic gradient descent☆17Updated 4 years ago
- ☆27Updated 2 years ago
- Source code of paper "Differentially Private Generative Adversarial Network"☆70Updated 6 years ago
- Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation☆56Updated last year
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆77Updated 2 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆16Updated 3 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆49Updated 4 months ago
- ☆169Updated 7 years ago
- Federated Learning on XGBoost☆46Updated 6 years ago
- ☆41Updated last year
- Models built with TensorFlow☆18Updated 4 years ago