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Apr, 2023
神经网络的稀疏性可提高其隐私性
Sparsity in neural networks can improve their privacy
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Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga...
TL;DR
研究表明网络稀疏性可以提高神经网络对成员推断攻击的隐私保护能力，在保持可比性能的同时。这项实证研究对现有文献进行了补充和扩展。
Abstract
This article measures how
sparsity
can make
neural networks
more robust to
membership inference attacks
. The obtained empirical results sh
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