Feng, Shiwei

1. Detecting Backdoors in Pre-trained Encoders
   2023/03/23 by Shiwei Feng, Feng, Shiwei, Guanhong Tao +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, Zhuo Zhang, Xu, Xiangzhe +17 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
3. FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
   2022/10/23 by Kaiyuan Zhang, Zhang, Kaiyuan, Guanhong Tao +19 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. 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)
5. Fusion is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection
   2023/04/28 by Cheng, Zhiyuan, Choi, Hongjun, Liang, James +5 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
6. PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model
   2023/08/29 by Xiangzhe Xu, Xuan Zhou, Xu, Xiangzhe +17 · 2 citations
   Computer Science · #Software System Performance and Reliability #Software Engineering Research #Software Testing and Debugging Techniques
7. LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
   2024/03/25 by Siyuan Cheng, Guanhong Tao, Cheng, Siyuan +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
8. RFCAudit: An LLM Agent for Functional Bug Detection in Network Protocols
   2025/05/31 by Mingwei Zheng, Chengpeng Wang, Zheng, Mingwei +8 · 5 citations
   Computer Science · #Network Security and Intrusion Detection #Network Packet Processing and Optimization #Software Testing and Debugging Techniques
9. 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)
10. Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem
    2020/04/07 by Shucheng Li, Li, Shucheng, Lingfei Wu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling