Shiwei Feng

1. Detecting Backdoors in Pre-trained Encoders
   2023/03/23 by Shiwei Feng, Guanhong Tao, Feng, Shiwei +15 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection
2. Symbol Preference Aware Generative Models for Recovering Variable Names from Stripped Binary
   2023/06/05 by Xiangzhe Xu, Xu, Xiangzhe, Zhuo Zhang +17 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
3. BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
   2023/01/16 by Siyuan Cheng, Cheng, Siyuan, Guanhong Tao +19 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model
   2023/08/29 by Xiangzhe Xu, Xu, Xiangzhe, Xuan Zhou +17 · 2 citations
   Computer Science · #Software System Performance and Reliability #Software Engineering Research #Software Testing and Debugging Techniques
5. LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
   2024/03/25 by Siyuan Cheng, Cheng, Siyuan, Guanhong Tao +17 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection
6. RFCAudit: An LLM Agent for Functional Bug Detection in Network Protocols
   2025/05/31 by Mingwei Zheng, Chengpeng Wang, Zheng, Mingwei +8 · 4 citations
   Computer Science · #Network Security and Intrusion Detection #Network Packet Processing and Optimization #Software Testing and Debugging Techniques
7. ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation
   2024/09/12 by Shiwei Feng, Yapeng Ye, Feng, Shiwei +13 · 2 citations
   Decision Sciences · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy #Scientific Computing and Data Management #Software Engineering (cs.SE)