Lin Li

Research Fellow @ RMIT University | AI


Currently, I’m a research fellow at RMIT University. I received my Ph.D. degree at Swinburne University of Technology- Information and Communication Technology (Cybersecurity), under the supervision of Prof. Jun Zhang, Prof. Yang Xiang. I got my MSc Degree at The University of Melbourne in 2020, under the supervision of Prof. Karin Verspoor. I also collaborate with A/Prof Lei pan, Dr. Chao Chen and Dr. Leo Yu Zhang closely. My research interest includes Biometrics, Software Vulnerability Detection, Large Language Model (LLM) and AI.

My website: https://nastul.github.io/

Selected publications

  • Li, L., Chen, C., Pan, L., Zhang, L. Y., Zhang, J., & Xiang, Y. (2023, October). SigA: rPPG-based Authentication for Virtual Reality Head-mounted Display. In Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses (pp. 686-699).
  • Li, L., Chen, C., Pan, L., Tai, Y., Zhang, J., & Xiang, Y. (2023, September). Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication. In European Symposium on Research in Computer Security (pp. 183-202). Cham: Springer Nature Switzerland.
  • Li, L., Chen, C., Pan, L., Zhang, L. Y., Wang, Z., Zhang, J., & Xiang, Y. (2023). A Survey of PPG’s Application in Authentication. Computers & Security, 103488.
  • Li, L., Chen, C., Pan, L., Zhang, J., & Xiang, Y. (2023, June). Sigd: A cross-session dataset for ppg-based user authentication in different demographic groups. In 2023 International Joint Conference on Neural Networks (IJCNN) (pp. 1-8). IEEE.
  • Li, L., Chen, C., Pan, L., Zhang, J., & Xiang, Y. (2022, November). Video is all you need: Attacking PPG-based biometric authentication. In Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security (pp. 57-66).
  • Wei, H., Lin, G., Li, L., & Jia, H. (2021). A context-aware neural embedding for function-level vulnerability detection. Algorithms, 14(11), 335.
  • Zhang, J., Li, L., Lin, G., Fang, D., Tai, Y., & Huang, J. (2020). Cyber resilience in healthcare digital twin on lung cancer. IEEE access, 8, 201900-201913.