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cs.CR2024
Efficient Ranking, Order Statistics, and Sorting under CKKS
Federico Mazzone, Maarten Everts, Florian Hahn +1
Fully Homomorphic Encryption (FHE) enables operations on encrypted data, making it extremely useful for privacy-preserving applications, especially in cloud computing environments.…
cs.CR2024
Investigating Privacy Attacks in the Gray-Box Setting to Enhance Collaborative Learning Schemes
Federico Mazzone, Ahmad Al Badawi, Yuriy Polyakov +3
The notion that collaborative machine learning can ensure privacy by just withholding the raw data is widely acknowledged to be flawed. Over the past seven years, the literature ha…