Current position 

Assistant Professor, College of Computer Science and Engineering, Nanyang Technological University, Singapore 

 

Subjects taught 

Compiler techniques 

Computer Security 

Research direction 

System security, Artificial intelligence security, Robot and unmanned vehicle security 

 
Refereed Journal Articles 

Jin, K., Zhang, T., Shen, C., Chen, Y., Fan, M., Lin, C., & Liu, T. (2022). Can We Mitigate Backdoor Attack Using Adversarial Detection Methods?. IEEE Transactions on Dependable and Secure Computing. 

Lou, X., Guo, S., Li, J., & Zhang, T. (2022). Ownership Verification of DNN Architectures via Hardware Cache Side Channels. IEEE Transactions on Circuits and Systems for Video Technology. 

Sun, J., Xu, G., Zhang, T., Alazab, M., & Deng, R. H. (2022). A Practical Fog-based Privacy-preserving Online Car-hailing Service System. IEEE Transactions on Information Forensics and Security. 

Sun, J., Xu, G., Zhang, T., Cheng, X., Han, X., & Tang, M. (2022). Secure Data Sharing With Flexible Cross-Domain Authorization in Autonomous Vehicle Systems. IEEE Transactions on Intelligent Transportation Systems. 

Qiu, H., Zeng, Y., Zheng, Q., Guo, S., Zhang, T., & Li, H. (2021). An efficient preprocessing-based approach to mitigate advanced adversarial attacks. IEEE Transactions on Computers. 

  

International Conferences 

Jiang, K., Bao, Y., Wang, S., Liu, Z., & Zhang, T., (2022). Cache Refinement Type for Side-channel Detection of Cryptographic Software. In 2022 ACM Conference on Computer and Communications Security (CCS 22). 

Deng, G., Xu, G., Zhou, Y., Zhang, T., & Liu, Y., (2022). On the (In)Security of Secure ROS2. In 2022 ACM Conference on Computer and Communications Security (CCS 22). 

Li, G., Xu, G., Qiu, H., He, R., Li, J., & Zhang, T., (2022). Improving Adversarial Robustness of 3D Point Cloud Classification Models. In 2022 European Conference on Computer Vision (ECCV 22) 

Han, X., Xu, G., Zhou, Y., Yang, X., Li, J., & Zhang, T., (2022) Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving. In 2022 ACM International Conference on Multimedia (MM 22) 

Hu, Q., Nori, H., Sun, P., Wen, Y., & Zhang, T. (2022). Primo: Practical Learning-Augmented Systems with Interpretable Models. In 2022 USENIX Annual Technical Conference (USENIX ATC 22) (pp. 519-538). 

 

Academic awards 

2022 Best paper award (International Conference on Data Intelligence and Security) 

2021 Most Innovative Paper Award (IEEE International Symposium on Parallel and Distributed Processing with Applications) 

2022 Baidu AI Chinese Young Scholars List 

 

Professional memberships 

2021-present IEEE member 

2021-present ACM member