Tan Yi Xiang, Marcus

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PhD Student

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Pillar / Cluster: Information Systems Technology and Design

Supervisor

Assistant Professor Alexander Binder

Biography

Marcus is a PhD student in Singapore University of Technology and Design (SUTD) and is under the supervision of Dr. Alexander Binder. He received his Bachelor of Engineering in SUTD, majoring in Information Systems Technology and Design (ISTD) in 2016. His research interest lies in the area of machine learning and how machine learning can be used to solve real-world problems related to the field of cybersecurity and beyond.

Education

  • 2017 – Present: Ph.D., Information Systems Technology and Design, Singapore University of Technology and Design, Singapore
  • 2013 – 2016: B.E., Information Systems Technology and Design, Singapore University of Technology and Design, Singapore

Awards & Achievements

  • 2017 SUTD President’s Graduate Fellowship Scholarship
  • Workshop on Security Issues in Cyber Physical Systems (SECCPS-2017), Best Paper Award for Anomaly Detection in Cyber Physical Systems Using Recurrent Neural Networks

Publications

  • J. Goh, S. Adepu, M. Tan and Z. S. Lee. Anomaly Detection in Cyber Physical Systems Using Recurrent Neural Networks, 2017 IEEE 18th International Symposium on High Assurance Systems Engineering (HASE), Singapore, 2017
  • Sun, J., Chong, P., Tan, Y. X. M., & Binder, A. ImageCLEF 2017: ImageCLEF tuberculosis task-the SGEast submission. In CLEF2017 Working Notes. CEUR Workshop Proceedings, Dublin, Ireland, CEUR-WS. org (September 11-14 2017)