Mr Yifan Liu
Teams and roles for Yifan Liu
Research student
Publication
2026
- Wang, X. , Li, S. and Liu, Y. 2026. Poster: SHAP-RM : An XAI framework for evaluating machine learning reliability. Presented at: 22nd EAI International Conference, SecureComm 2026 Lancaster, UK 21-24 July 2026. Published in: Cao, Y. , Luo, B. and Meng, W. eds. Security and Privacy in Communication Networks. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Cham, Switzerland: Springer. , pp.499-503. (10.1007/978-3-032-32767-3_23)
2025
- Liu, Y. , Li, S. and Bin Hulayyil, S. 2025. Intelligent detection of cyber attack patterns in industrial IoT using pretrained language models. Electronics 14 (20) 4094. (10.3390/electronics14204094)
- Liu, Y. and Li, S. 2025. RAGIIoT: Risk-aware attack graph generation for IIoT via automated CVE-tactic mapping. Presented at: IEEE/ACM International Symposium on Quality of Service Gold Coast, Australia 2–4 July 2025. 2025 IEEE/ACM 33rd International Symposium on Quality of Service (IWQoS). IEEE. (10.1109/IWQoS65803.2025.11199982)
- Li, S. and Liu, Y. 2025. Cyber fingerprinting for digital forensics (CyberFP). Presented at: 8th International Conference on Enterprise Systems (ES) Cardiff, United Kingdom 12-13 April 2025. IEEE(10.1109/es64449.2025.11136551)
- Liu, Y. and Li, S. 2025. Lightweight graphical visualization for potential threat identification in IoT. Presented at: 8th International Conference on Enterprise Systems (ES) Cardiff, United Kingdom 12-13 April 2025. IEEE(10.1109/es64449.2025.11136354)
2024
- Liu, Y. et al. 2024. A review of hybrid cyber threats modelling and detection using artificial intelligence in IIoT. Computer Modeling in Engineering & Sciences 140 (2), pp.1233-1261. (10.32604/cmes.2024.046473)
2023
- Li, S. and Liu, Y. 2023. Human-centric artificial intelligence enabled digital images and videos forensic triage. Presented at: IEEE 2023 International Conference on Human-Centered Cognitive Systems (HCCS) Cardiff, UK 16 December 2023. Proceedings of International Conference on Human-Centered Cognitive Systems. IEEE. , pp.1-5. (10.1109/HCCS59561.2023.10452651)
- Liu, Y. and Li, S. 2023. Hybrid cyber threats detection using explainable AI in Industrial IoT. Presented at: 2023 International Conference on Human-Centered Cognitive Systems (HCCS) 16 December 2023. Proceedings of International Conference on Human-Centered Cognitive Systems. New York: IEEE. , pp.1-6. (10.1109/HCCS59561.2023.10452621)
- Wang, X. , Liu, Y. and Li, S. 2023. Deep learning enabled keystroke eavesdropping attack over videoconferencing platforms. Presented at: IEEE INFOCOM 2023 New York, USA 20 May 2023. IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops. INFOCOM WKSHPS Hoboken, NJ: IEEE. , pp.1-2. (10.1109/INFOCOMWKSHPS57453.2023.10225861)
Articles
- Liu, Y. , Li, S. and Bin Hulayyil, S. 2025. Intelligent detection of cyber attack patterns in industrial IoT using pretrained language models. Electronics 14 (20) 4094. (10.3390/electronics14204094)
- Liu, Y. et al. 2024. A review of hybrid cyber threats modelling and detection using artificial intelligence in IIoT. Computer Modeling in Engineering & Sciences 140 (2), pp.1233-1261. (10.32604/cmes.2024.046473)
Conferences
- Wang, X. , Li, S. and Liu, Y. 2026. Poster: SHAP-RM : An XAI framework for evaluating machine learning reliability. Presented at: 22nd EAI International Conference, SecureComm 2026 Lancaster, UK 21-24 July 2026. Published in: Cao, Y. , Luo, B. and Meng, W. eds. Security and Privacy in Communication Networks. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Cham, Switzerland: Springer. , pp.499-503. (10.1007/978-3-032-32767-3_23)
- Liu, Y. and Li, S. 2025. RAGIIoT: Risk-aware attack graph generation for IIoT via automated CVE-tactic mapping. Presented at: IEEE/ACM International Symposium on Quality of Service Gold Coast, Australia 2–4 July 2025. 2025 IEEE/ACM 33rd International Symposium on Quality of Service (IWQoS). IEEE. (10.1109/IWQoS65803.2025.11199982)
- Li, S. and Liu, Y. 2025. Cyber fingerprinting for digital forensics (CyberFP). Presented at: 8th International Conference on Enterprise Systems (ES) Cardiff, United Kingdom 12-13 April 2025. IEEE(10.1109/es64449.2025.11136551)
- Liu, Y. and Li, S. 2025. Lightweight graphical visualization for potential threat identification in IoT. Presented at: 8th International Conference on Enterprise Systems (ES) Cardiff, United Kingdom 12-13 April 2025. IEEE(10.1109/es64449.2025.11136354)
- Li, S. and Liu, Y. 2023. Human-centric artificial intelligence enabled digital images and videos forensic triage. Presented at: IEEE 2023 International Conference on Human-Centered Cognitive Systems (HCCS) Cardiff, UK 16 December 2023. Proceedings of International Conference on Human-Centered Cognitive Systems. IEEE. , pp.1-5. (10.1109/HCCS59561.2023.10452651)
- Liu, Y. and Li, S. 2023. Hybrid cyber threats detection using explainable AI in Industrial IoT. Presented at: 2023 International Conference on Human-Centered Cognitive Systems (HCCS) 16 December 2023. Proceedings of International Conference on Human-Centered Cognitive Systems. New York: IEEE. , pp.1-6. (10.1109/HCCS59561.2023.10452621)
- Wang, X. , Liu, Y. and Li, S. 2023. Deep learning enabled keystroke eavesdropping attack over videoconferencing platforms. Presented at: IEEE INFOCOM 2023 New York, USA 20 May 2023. IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops. INFOCOM WKSHPS Hoboken, NJ: IEEE. , pp.1-2. (10.1109/INFOCOMWKSHPS57453.2023.10225861)