BriefGPT.xyz
Jun, 2024
通过标签推理攻击对隐私机制进行审计
Auditing Privacy Mechanisms via Label Inference Attacks
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Róbert István Busa-Fekete, Travis Dick, Claudio Gentile, Andrés Muñoz Medina, Adam Smith...
TL;DR
提出了重建优势度量来审计标签私有化机制,并分析了其在理论和实证上的行为,以及它与不同ially私有方案之间的隐私-效用权衡。
Abstract
We propose
reconstruction advantage measures
to audit
label privatization mechanisms
. A reconstruction advantage measure quantifies the increase in an
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