GraphLeak: Patient Record Leakage through Gradients with Knowledge Graph
Author:
Affiliation:
1. Institute of Automation, Chinese Academy of Sciences, Beijing, China
2. National University of Singapore, Singapore, Singapore
3. Tencent, Beijing, China
4. Jarvis Lab, Tencent, Beijing, China
5. Tencent, Shenzhen, China
Funder
CCF-Tencent Open Research Fund
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3589334.3648157
Reference38 articles.
1. Lamp: Extracting text from gradients with language model priors;Balunovic Mislav;Advances in Neural Information Processing Systems,2022
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4. Collaboration Equilibrium in Federated Learning
5. Jieren Deng, Yijue Wang, Ji Li, Chenghong Wang, Chao Shang, Hang Liu, Sanguthevar Rajasekaran, and Caiwen Ding. 2021. TAG: Gradient Attack on Transformer-based Language Models. In The 2021 Conference on Empirical Methods in Natural Language Processing.
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