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Jun, 2024
深度神经网络的组合曲率界
Compositional Curvature Bounds for Deep Neural Networks
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Taha Entesari, Sina Sharifi, Mahyar Fazlyab
TL;DR
基于二阶行为的深度神经网络攻击鲁棒性的理论分析与算法研究。
Abstract
A key challenge that threatens the widespread use of
neural networks
in safety-critical applications is their vulnerability to
adversarial attacks
. In this paper, we study the
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