Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation
☆58Apr 28, 2024Updated 2 years ago
Alternatives and similar repositories for Efficient-FedRec
Users that are interested in Efficient-FedRec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Papers related to federated learning for recommender system☆32Apr 25, 2021Updated 5 years ago
- The python implementation of our "UA-FedRec: Untargeted Attack on Federated News Recommendation" in KDD 2023.☆20Aug 2, 2022Updated 4 years ago
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆27Jan 18, 2023Updated 3 years ago
- ☆58May 12, 2022Updated 4 years ago
- Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity…☆44Apr 13, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Model Poisoning Attack to Federated Recommendation☆32Apr 23, 2022Updated 4 years ago
- A project for collecting and showing the current research progress of FedRec☆144Oct 17, 2023Updated 2 years ago
- Implementation of several news recommendation methods in Pytorch.☆34Jul 1, 2021Updated 5 years ago
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 3 years ago
- Summary of recent news recommendation papers.☆25Feb 2, 2022Updated 4 years ago
- SpyGame: An interactive multi-agent framework to evaluate intelligence with large language models :D☆15Nov 9, 2023Updated 2 years ago
- Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives☆16Mar 21, 2025Updated last year
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆15Mar 24, 2022Updated 4 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆20Apr 27, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆12Dec 9, 2020Updated 5 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.☆57Nov 13, 2023Updated 2 years ago
- Source code of FedAttack.☆11Feb 9, 2022Updated 4 years ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆46Jun 12, 2023Updated 3 years ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 6 years ago
- 🔬 [ECML-PKDD'24] This is the source code and baselines of our paper FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signa…☆26May 28, 2024Updated 2 years ago
- Source code of FedPrompt☆16May 4, 2022Updated 4 years ago
- PyTorch-Lightning Library for Neural News Recommendation☆63Jun 6, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)☆22Oct 8, 2024Updated last year
- The source code for the paper "Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation, ACM TOIS 2026".☆15Dec 20, 2025Updated 7 months ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 5 years ago
- ☆17Mar 26, 2022Updated 4 years ago
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆16May 27, 2020Updated 6 years ago
- ☆23Jul 17, 2023Updated 3 years ago
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆24Nov 4, 2021Updated 4 years ago
- 基于联邦学习的电影推荐系统,采用联邦学习框架FATE1.3.1的水平联邦推荐算法。☆29Apr 20, 2022Updated 4 years ago
- The source code for the paper "LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization".☆19Dec 3, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆228Oct 21, 2020Updated 5 years ago
- Code and data for our paper "Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark"…☆52Jul 11, 2023Updated 3 years ago
- ☆24Dec 8, 2024Updated last year
- ☆26Dec 14, 2021Updated 4 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 5 years ago
- Nursing activity recognition by using deep learning.☆10Aug 26, 2019Updated 6 years ago
- FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition (AAAI 2022)☆16Oct 8, 2022Updated 3 years ago