I am an Assistant Professor in School of Computing and Information Systems, Singapore Management University, Singapore (2022-). Previously, I was a postdoc at Nanyang Technological University, Singapore (2018-2021). My current research mainly focuses on program analysis, software testing, vulnerability detection and quality assurance of AI systems. I am looking for highly motivated PhD ...

“ My Model is Malware to You: Transforming AI Models into Malware by Abusing TensorFlow APIs ”. In Proceedings of the 46th IEEE Symposium on Security and Privacy, 2025, Accepted. (TSE 2025) Xuyan Ma, Yawen Wang, Junjie Wang, Xiaofei Xie, Boyu Wu, Yiguang Yan, Shoubin Li, Fanjiang Xu, Qing Wang.

Xiaofei Xie (谢肖飞) Assistant Professor, School of Computing and Information Systems (SCIS), Singapore Management University (SMU)

Principal Investigator, Evaluating and Enhancing the Resilience of Deep Learning Models, (03-06-2019 to 02-06-2020) Nanyang Technological University, Amount: 100,000 SGD. Account No. M4082474.020 Over the last decade, deep learning has become an integral part of artificial intelligence. It has enabled great leaps of progress in the domains of computer vision, robotics, finance, medicine, and ...

Awards ACM SIGSOFT Distinguished Paper Award, ASE 2023 ACM SIGSOFT Distinguished Paper Award, ISSTA 2022 3rd place in AI Singapore’s Trusted Media Challenge, 2022 CCF Outstanding Doctoral Dissertation Award, 2019 The award is highly competitive. In each year, China Computer Federation (CCF) only selects less than 10 dissertations, which achieved important results in basic theory or ...