Shen Wang

Research Engineer
Singapore Management University
shenwang (at) smu.edu.sg

About Me

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 Northwestern Polytechnical University (NWPU).

I am actively seeking for a Ph.D. or MPhil position 2025 fall. Please feel free to contact me if you are interested.

News

[Aug. 2024] Checkout the media report on our USENIX Secrutiy’24 paper about poisoning attack on code completion LLMs!
[Jun. 2024] Our paper “An LLM-Assisted Easy-to-Trigger Poisoning Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection” is accepted in USENIX Security’24.
[Sept. 2023] I will be visiting SMU to start my undergraduate thesis on directed fuzzing!

Publications

Disassembling Obfuscated Executables with LLM

Huanyao Rong, Yue Duan, Hang Zhang, XiaoFeng Wang, Hongbo Chen, Shengchen Duan, Shen Wang

arXiv preprint

PDF

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, Yuan Hong

33rd USENIX Security Symposium 2024

PDF Code Media Report

A Novel Personnel Counting Method Based on WiFi Perception

Shen Wang, Yijie Xun, Jie Zhao, Yuanyuan Sun

International Conference on High Performance Switching and Routing (HPSR) 2022

PDF

Experience

Singapore Management University

Position: Research Engineer

Topic: Multi-Target Scheduling in Directed Fuzzing

Advisor: Prof. Yue Duan

Aug 2024 - May 2025 (exp.)
Singapore Management University

Position: Visiting Research Student

Topic: LLM-assited Poisoning Attack on Code Completion Models

Advisor: Prof. Yue Duan and Prof. Yuan Hong

Sept 2023 - Apr 2024

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