ChangxinTian / Awesome-Privacy-Preserving-RS-PaperLinks
This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.
☆22Updated 3 years ago
Alternatives and similar repositories for Awesome-Privacy-Preserving-RS-Paper
Users that are interested in Awesome-Privacy-Preserving-RS-Paper are comparing it to the libraries listed below
Sorting:
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆29Updated 3 years ago
- Data and code of our paper "Privacy-Preserving News Recommendation Model Learning"☆39Updated 3 years ago
- Papers related to federated learning for recommender system☆32Updated 4 years ago
- ☆41Updated last year
- Federated Fairness-aware Recommendation☆14Updated 2 years ago
- ☆41Updated 2 years ago
- ☆17Updated 3 years ago
- The experiments codes for our FMSS.☆12Updated 2 years ago
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆22Updated 2 years ago
- User-oriented Fairness in Recommendation☆28Updated 3 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆16Updated 3 years ago
- A unified framework for recommender system attacking☆31Updated last year
- Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021☆49Updated 4 years ago
- Model Poisoning Attack to Federated Recommendation☆30Updated 3 years ago
- Data poisoning attack of recommend system using the algorithm of MF.☆30Updated 7 years ago
- Official implementation of the papers "User-controlled federated matrix factorization for recommender systems" and "FedeRank: User Contro…☆17Updated 4 years ago
- Fairrec: fairness-aware news recommendation with decomposed adversarial learning☆16Updated 3 years ago
- Code for the SIGIR20 paper -- Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation☆43Updated 5 years ago
- Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation☆55Updated last year
- Implementation of Adversarial Privacy Graph Embedding in TensorFlow☆20Updated 5 years ago
- Codes for SIGIR'22 Paper 'On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation'☆13Updated 2 years ago
- Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity…☆40Updated 2 years ago
- Code for paper "Personalized Counterfactual Fairness in Recommendation" (a.k.a. "Towards Personalized Fairness based on Causal Notion")☆17Updated 3 years ago
- This is our official implementation for the paper: Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, and Tat-Seng Chua, Adversar…☆34Updated 6 years ago
- Detecting Beneficial Feature Interactions for Recommender Systems, AAAI 2021☆34Updated 3 years ago
- Implementation of several news recommendation methods in Pytorch.☆34Updated 3 years ago
- Code for CIKM 2021 paper: Differentially Private Federated Knowledge Graphs Embedding (https://arxiv.org/abs/2105.07615)☆33Updated 2 years ago
- Adaptive Denoising Training (ADT) for Recommendation.☆71Updated 3 years ago
- CIKM'20, Generate Neural Template Explanations for Recommendation☆22Updated 5 months ago
- A project for collecting and showing the current research progress of FedRec☆140Updated last year