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Dec, 2022
皮肤癌分类的对抗攻击与防御
Adversarial Attacks and Defences for Skin Cancer Classification
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Vinay Jogani, Joy Purohit, Ishaan Shivhare, Samina Attari, Shraddha Surtkar
TL;DR
该论文研究了针对皮肤镜像中皮肤边缘检测分类的卷积神经网络的敌对攻击技术,以及对抗训练的防御技术对其鲁棒性提升的效果。
Abstract
There has been a concurrent significant improvement in the
medical images
used to facilitate diagnosis and the performance of
machine learning
techniques to perform tasks such as classification, detection, and se
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