Zhihao Dai
About Me
I am a final-year PhD student in the Department of Computer Science. I am co-supervised by Reader Ligang He at the University of WarwickLink opens in a new window, Professor Matthew Leeke at the University of BirminghamLink opens in a new window, and Professor Shuang-Hua Yang at the University of ReadingLink opens in a new window.
I obtained my Master of Science degree in Advanced Computer Science in 2020 from Loughborough University, UK, with the highest degree mark in the class. Before that, I obtained my Bachelor of Engineering degree in Computer Science and Technology in 2019 from the Southern University of Science and Technology, China.
Research
My research aims to explore how industrial processes and associated instrumentation systems can be best presented in a theoretical mathematical format and then based on the achieved mathematical model to establish a benchmark for other researchers in the communities to improve the productivity, energy efficiency, and safety of the industrial processes.
Publications
- SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series. Zhihao Dai, Ligang He, Shuang-Hua Yang, Matthew Leeke, In the Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024. [Link]Link opens in a new window [Free Access via WRAP (coming soon)] [Code]Link opens in a new window
- Revealing Ongoing Sensor Attacks in Industrial Control System via Setpoint Modification. Zhihao Dai, Ligang He, Shuang-Hua Yang, Matthew Leeke. In IEEE 21st International Conference on Dependable, Autonomic & Secure Computing (DASC), 2023. [Link] Link opens in a new window[Free Access via WRAP]Link opens in a new window
- A Heterogeneous Redundant Architecture for Industrial Control System Security. Zhihao Dai, Matthew Leeke, Yulong Ding, Shuang-Hua Yang. In IEEE 27th Pacific Rim International Symposium on Dependable Computing (PRDC), 2022. [Link]Link opens in a new window [Free Access via WRAP]Link opens in a new window
- BoneBert: A BERT-based Automated Information Extraction System of Radiology Reports for Bone Fracture Detection and Diagnosis. Zhihao Dai, Zhong Li, and Lianghao Han. In International Symposium on Intelligent Data Analysis (IDA), 2021. [Link]Link opens in a new window
Teaching
For 2024/2025:
- CS132-15 Computer Organisation & ArchitectureLink opens in a new window
- CS263-15 Cyber SecurityLink opens in a new window
For 2023/2024:
- CS132-15 Computer Organisation & ArchitectureLink opens in a new window
- CS139-15 Web Development TechnologiesLink opens in a new window
- CS126-15 Design of Information StructuresLink opens in a new window
For 2022/2023:
- CS132-15 Computer Organisation & ArchitectureLink opens in a new window
- CS2CA17 Computer Architecture & Networking (University of Reading)Link opens in a new window
For 2021/2022:
- CS132-15 Computer Organisation & ArchitectureLink opens in a new window
- CS139-15 Web Development TechnologiesLink opens in a new window
Roles
- Co-Chair (2023), Warwick Postgraduate Colloquium in Computer ScienceLink opens in a new window (WPCCS).
- Student Representative (2022-2024), Computer Science PGR SSLCLink opens in a new window, University of Warwick.
