binghuiwang / GraphFL
☆11Updated 2 years ago
Alternatives and similar repositories for GraphFL:
Users that are interested in GraphFL are comparing it to the libraries listed below
- Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"☆21Updated last year
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆60Updated 2 years ago
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆72Updated 3 years ago
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆40Updated last year
- ☆15Updated 5 months ago
- ☆31Updated last year
- Official Code for FedGCN [NeurIPS 2023]☆60Updated last month
- An official PyTorch implementation of "Unnoticeable Backdoor Attacks on Graph Neural Networks" (WWW 2023)☆56Updated last year
- IJCAI-Personalized Federated Learning with Graph☆49Updated last year
- ☆9Updated 2 years ago
- ☆53Updated 2 years ago
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆45Updated 2 years ago
- Official Code Repository for the paper - Personalized Subgraph Federated Learning (ICML 2023)☆45Updated last year
- FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks☆16Updated last year
- ☆18Updated 4 years ago
- ☆15Updated 3 years ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆20Updated last year
- A PyTorch implementation of "Backdoor Attacks to Graph Neural Networks" (SACMAT'21)☆36Updated 3 years ago
- Official implementation of "Graph Unlearning" (ACM CCS 2022)☆42Updated last year
- This repository aims to provide links to works about privacy attacks and privacy preservation on graph data with Graph Neural Networks (G…☆22Updated last year
- ☆33Updated 3 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆45Updated last year
- [IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, …☆22Updated 3 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆13Updated 6 months ago
- Code for Federated Social Recommendation with Graph Neural Network☆24Updated 2 years ago
- ☆37Updated 11 months ago
- Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning, WWW 2023☆22Updated last year
- Model Poisoning Attack to Federated Recommendation☆32Updated 2 years ago
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆35Updated last year
- ☆38Updated 3 years ago