Tong Chen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Topics

Mutual Information

Reinforcement Learning

Reward Function

Top Venues

Publications

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, Jiqiang Liu, He Li, Shuoru Wang, Wenjia Niu, Endong Tong, Liang Chang, Qi Alfred Chen, Gang Li
Robustness Assessment of Asynchronous Advantage Actor-Critic Based on Dynamic Skewness and Sparseness Computation: A Parallel Computing View. J. Comput. Sci. Technol. 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)
Shuoru Wang, Jiqiang Liu, Tong Chen, He Li, Wenjia Niu, Endong Tong, Long Li, Minglu Song
A Configurable off-Policy Evaluation with Key State-Based Bias Constraints in AI Reinforcement Learning. SocialSec (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)
Di Zhao, Jiqiang Liu, Jialin Wang, Wenjia Niu, Endong Tong, Tong Chen, Gang Li
Bidirectional RNN-based Few-shot Training for Detecting Multi-stage Attack. CoRR (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)
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)
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)