Yingxiao Xiang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Reward Function

Reinforcement Learning

Security Analysis

Top Venues

Intelligent Information Processing

Publications

Yalun Wu, Yingxiao Xiang, Endong Tong, Yuqi Ye, Zhibo Cui, Yunzhe Tian, Lejun Zhang, Jiqiang Liu, Zhen Han, Wenjia Niu
Improving the Robustness of Pedestrian Detection in Autonomous Driving With Generative Data Augmentation. IEEE Netw. 38 (3) (2024)
Tong Chen, Jiqiang Liu, Thar Baker, Yalun Wu, Yingxiao Xiang, Yike Li, Wenjia Niu, Endong Tong, Albert Y. Zomaya
A Mutual Information-Based Assessment of Reverse Engineering on Rewards of Reinforcement Learning. IEEE Trans. Artif. Intell. 4 (5) (2023)
Yingxiao Xiang, Chao Li, Tong Chen, Yike Li, Endong Tong, Wenjia Niu, Qiong Li, Jiqiang Liu, Wei Wang
Toward Blockchain-Based Spoofing Defense for Controlled Optimization of Phases in Traffic Signal System. IEICE Trans. Inf. Syst. (2) (2022)
Yike Li, Wenjia Niu, Yunzhe Tian, Tong Chen, Zhiqiang Xie, Yalun Wu, Yingxiao Xiang, Endong Tong, Thar Baker, Jiqiang Liu
Multiagent Reinforcement Learning-Based Signal Planning for Resisting Congestion Attack in Green Transportation. IEEE Trans. Green Commun. Netw. 6 (3) (2022)
Tong Chen, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Endong Tong, Shuoru Wang, He Li, Liang Chang, Gang Li, Qi Alfred Chen
Adversarial retraining attack of asynchronous advantage actor-critic based pathfinding. Int. J. Intell. Syst. 36 (5) (2021)
Tong Chen, Yingxiao Xiang, Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Jiqiang Liu, Gang Li, Qi Alfred Chen
Protecting Reward Function of Reinforcement Learning via Minimal and Non-catastrophic Adversarial Trajectory. SRDS (2021)
Zhiqiang Xie, Yingxiao Xiang, Yike Li, Shuang Zhao, Endong Tong, Wenjia Niu, Jiqiang Liu, Jian Wang
Security Analysis of Poisoning Attacks Against Multi-agent Reinforcement Learning. ICA3PP (1) (2021)
Xiaojin Wang, Yingxiao Xiang, Wenjia Niu, Endong Tong, Jiqiang Liu
Explainable Congestion Attack Prediction and Software-level Reinforcement in Intelligent Traffic Signal System. ICPADS (2020)
Xiaojin Wang, Yingxiao Xiang, Wenjia Niu, Endong Tong, Qi Alfred Chen, Gang Li, Jiqiang Liu, Long Li
Constructing Optimal Sparse Decision Tree for Analying I-SIG System Attack. ISPA/BDCloud/SocialCom/SustainCom (2020)
Yike Li, Yingxiao Xiang, Endong Tong, Wenjia Niu, Bowei Jia, Long Li, Jiqiang Liu, Zhen Han
An Empirical Study on GAN-Based Traffic Congestion Attack Analysis: A Visualized Method. Wirel. Commun. Mob. Comput. 2020 (2020)
Xu Gao, Jiqiang Liu, Yike Li, Xiaojin Wang, Yingxiao Xiang, Endong Tong, Wenjia Niu, Zhen Han
Queue Length Estimation Based Defence Against Data Poisoning Attack for Traffic Signal Control. Intelligent Information Processing (2020)
Tong Chen, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Endong Tong, Zhen Han
Adversarial attack and defense in reinforcement learning-from AI security view. Cybersecur. 2 (1) (2019)
Tong Chen, Wenjia Niu, Yingxiao Xiang, XiaoXuan Bai, Jiqiang Liu, Zhen Han, Gang Li
Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding. CoRR (2018)
Chunjing Qiu, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Tong Chen
Intention-Aware Multi-channel Keyword Extension for Content Security. DSC (2018)
Yingxiao Xiang, Wenjia Niu, Jiqiang Liu, Tong Chen, Zhen Han
A PCA-Based Model to Predict Adversarial Examples on Q-Learning of Path Finding. DSC (2018)
XiaoXuan Bai, Wenjia Niu, Jiqiang Liu, Xu Gao, Yingxiao Xiang, Jingjing Liu
Adversarial Examples Construction Towards White-Box Q Table Variation in DQN Pathfinding Training. DSC (2018)
Yingdi Wang, Wenjia Niu, Tong Chen, Yingxiao Xiang, Jingjing Liu, Gang Li, Jiqiang Liu
A Training-based Identification Approach to VIN Adversarial Examples. CoRR (2018)
Shuanshuan Pang, Wenjia Niu, Jiqiang Liu, Yingxiao Xiang, Yingdi Wang
An Approach to Generate Topic Similar Document by Seed Extraction-Based SeqGAN Training for Bait Document. DSC (2018)
Xu Gao, Wenjia Niu, Jingjing Liu, Tong Chen, Yingxiao Xiang, XiaoXuan Bai, Jiqiang Liu
A DeepWalk-Based Approach to Defend Profile Injection Attack in Recommendation System. Intelligent Information Processing (2018)
Jingjing Liu, Wenjia Niu, Jiqiang Liu, Jia Zhao, Tong Chen, Yinqi Yang, Yingxiao Xiang, Lei Han
A Method to Effectively Detect Vulnerabilities on Path Planning of VIN. ICICS (2017)
Tong Chen, Noora Hashim Alallaq, Wenjia Niu, Yingdi Wang, XiaoXuan Bai, Jingjing Liu, Yingxiao Xiang, Tong Wu, Jiqiang Liu
A Hidden Astroturfing Detection Approach Base on Emotion Analysis. KSEM (2017)
XiaoXuan Bai, Yingxiao Xiang, Wenjia Niu, Jiqiang Liu, Tong Chen, Jingjing Liu, Tong Wu
A Cross-Modal CCA-Based Astroturfing Detection Approach. ICICS (2017)