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20142026
most citedSecurity Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks

54 citations · 74 across the 7 of their papers we have counts for

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cs.LG2026

Revisiting ML Training under Fully Homomorphic Encryption: Convergence Guarantees, Differential Privacy, and Efficient Algorithms

Yvonne Zhou, Mingyu Liang, Ivan Brugere +5

We present the first theoretical convergence analysis of machine learning training under fully homomorphic encryption (FHE), combined with a differentially private (DP) training al…