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Research Engineer,
School of Computing and Information Systems,
Singapore Management University (SMU)

• Email: shenwang@smu.edu.sg
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Welcome!

I am currently a Research Engineer at the School of Computing and Information Systems, Singapore Management University (SMU), working closely with Professor Yue Duan.

Prior to that, I received the Bachelor of Engineering degree (2020-2024) in Information Security from the School of Cybersecurity at Northwestern Polytechnical University (NWPU).

Publications

1. Disassembling Junk-Byte-Obfuscated Binaries with LLM
   Huanyao Rong, Yue Duan, Hang Zhang, XiaoFeng Wang, Hongbo Chen, Shengchen Duan, and Shen Wang
   arXiv preprint'24
   [ paper ]
2. An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection
   Shenao Yan, Shen Wang, Yue Duan, Hanbin Hong, Kiho Lee, Doowon Kim, and Yuan Hong
   Sec'24: In 33rd USENIX Security Symposium
   Philadelphia, USA, Aug 2024 [ paper ] [ slides ] [ code ] [ presentation ] [ news ]
3. A Novel Personnel Counting Method Based on WiFi Perception
   Shen Wang, Yijie Xun, Jie Zhao, and Yuanyuan Sun
   HPSR'22: In International Conference on High Performance Switching and Routing
   Suzhou, China, Jun 2022 [ paper ]

Experience

1. Singapore Management University Aug 2024 - Present
   Position: Research Engineer
   Topic: Multi-Target Scheduling in Directed Fuzzing
   Advisor: Prof. Yue Duan
2. Singapore Management University Sept 2023 - May 2024
   Position: Visiting Research Student
   Topic: LLM-assisted Poisoning Attack on Code Completion Models
   Advisor: Prof. Yue Duan and Prof. Yuan Hong