Adversarial attack and defense in reinforcement learning-from AI security view

Adversarial attack and defense in reinforcement learning-from AI security view

Abstract Reinforcement learning is a core technology for modern artificial intelligence, and it has become a workhorse for AI applications ranging from Atrai Game to Connected and Automated Vehicle System (CAV). Therefore, a reliable RL system is the foundation for the security critical applications...

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Bibliographic Details
Main Authors: Tong Chen, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Endong Tong, Zhen Han
Format: Article
Language:English
Published: SpringerOpen 2019-03-01
Series:Cybersecurity
Subjects:
Reinforcement learning
Artificial intelligence
Security
Adversarial attack
Adversarial example
Defense
Online Access:http://link.springer.com/article/10.1186/s42400-019-0027-x

Internet

http://link.springer.com/article/10.1186/s42400-019-0027-x

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