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Searched The ACM Guide to Computing Literature (3,801,216 records)|Limit your search to The ACM Full-Text Collection (770,937 records)
- research-articleAugust 2023
Securing Federated GANs: Enabling Synthetic Data Generation for Health Registry Consortiums
ARES '23: Proceedings of the 18th International Conference on Availability, Reliability and SecurityArticle No.: 89, Pages 1–9https://doi.org/10.1145/3600160.3605041In this work, we review the architecture design of existing federated General Adversarial Networks (GAN) solutions and highlight the security and trust-related weaknesses in the existing designs. We then describe how these weaknesses make existing ...