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Dec, 2024
对神经网络的攻击及防御方法
Attacks on the neural network and defense methods
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A. Korenev, G. Belokrylov, B. Lodonova, A. Novokhrestov
TL;DR
本研究解决了针对音频数据训练的神经网络攻击的问题，探讨了FGSM、PGD和CW攻击及数据投毒等方式。文章提出使用Art-IBM和advertorch库作为防护方法，并展示了攻击应用后的准确性指标。
Abstract
This article will discuss the use of
Attacks
on a neural network trained on
Audio Data
, as well as possible methods of protection against these
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