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Sep, 2017
探索证明深度神经网络的对抗鲁棒性
Towards Proving the Adversarial Robustness of Deep Neural Networks
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Guy Katz, Clark Barrett, David L. Dill, Kyle Julian, Mykel J. Kochenderfer
TL;DR
本研究论文论述了如何使用深度神经网络验证自动驾驶汽车的对抗鲁棒性问题,即证明网络的正确性以及研究自动控制器难度与机器学习的关系。
Abstract
autonomous vehicles
are highly complex systems, required to function reliably in a wide variety of situations. Manually crafting
software controllers
for these vehicles is difficult, but there has been some succe
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