Locally Private Graph Neural Networks

Author:

Sajadmanesh Sina1,Gatica-Perez Daniel1

Affiliation:

1. Idiap Research Institute & EPFL, Martigny, Switzerland

Publisher

ACM

Reference68 articles.

Cited by 53 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Locally differentially private graph learning on decentralized social graph;Knowledge-Based Systems;2024-11

2. FedGKD: Federated Graph Knowledge Distillation for privacy-preserving rumor detection;Knowledge-Based Systems;2024-11

3. Edge-Protected Triangle Count Estimation Under Relationship Local Differential Privacy;IEEE Transactions on Knowledge and Data Engineering;2024-10

4. A Systematic Review of Contemporary Applications of Privacy-Aware Graph Neural Networks in Smart Cities;Proceedings of the 19th International Conference on Availability, Reliability and Security;2024-07-30

5. Evaluating the Impact of Local Differential Privacy on Utility Loss via Influence Functions;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

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