Yingxiao Xiang

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

Jiqiang Liu, Yingxiao Xiang, Wenjia Niu et al. · Cybersecurity · 2019 · 123 citations · Full text

Computing, Autonomous Systems, Computer Science +10

Adversarial Examples Construction Towards White-Box Q Table Variation in DQN Pathfinding Training

Xiaoxuan Bai, Wenjia Niu, Jiqiang Liu et al. · 2018 · 25 citations

Computing, Computer Science, Cybersecurity +13

A PCA-Based Model to Predict Adversarial Examples on Q-Learning of Path Finding

Yingxiao Xiang, Wenjia Niu, Jiqiang Liu et al. · 2018 · 23 citations

Computing, Computer Science, Artificial Intelligence +7

Multiagent Reinforcement Learning-Based Signal Planning for Resisting Congestion Attack in Green Transportation

Yike Li, Wenjia Niu, Yunzhe Tian et al. · IEEE Transactions on Green Communications and Networking · 2022 · 17 citations · Full text

Engineering, Transportation Planning, Autonomous Vehicles +16

Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding

Tong Chen, Wenjia Niu, Yingxiao Xiang et al. · arXiv (Cornell University) · 2018 · 12 citations · Full text

Computing, Computer Science, Computer Security +5