Rényi-DP
PulseAugur coverage of Rényi-DP — every cluster mentioning Rényi-DP across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Federated learning framework enables privacy-preserving tabular-to-image encoding
Researchers have developed Fed-IGTD, a novel framework that utilizes federated learning to enable tabular-to-image encoding without centralizing sensitive data. This approach allows multiple clients to collaboratively t…
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New papers explore differential privacy in Gaussian Processes and ML reporting
Two recent arXiv papers explore differential privacy in machine learning, focusing on Gaussian processes and reporting mechanisms. The first paper details how the intrinsic randomness of Gaussian Process posterior sampl…
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Federated autoencoder enhances ECG anomaly detection with privacy on edge devices
Researchers have developed a privacy-preserving federated autoencoder system for detecting anomalies in electrocardiogram (ECG) data on edge devices. The system combines federated learning with differential privacy and …