Compliance-weighted noise allocation in federated healthcare learning claims no accuracy loss versus uniform noise, but its differential privacy guarantee applies only to the aggregator dataset, not client data.
https://artificialintelligenceact.eu/, [Accessed 11-01-2025]
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Inclusive Federated Learning Through Compliance-Weighted Noise Allocation in Healthcare AI
Compliance-weighted noise allocation in federated healthcare learning claims no accuracy loss versus uniform noise, but its differential privacy guarantee applies only to the aggregator dataset, not client data.