Shengwei An

1. Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense
   2022/02/11 by Guangyu Shen, Yingqi Liu, Shen, Guangyu +13 · 7 citations
   Computer Science · Medicine · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiple Myeloma Research and Treatments
2. Backdoor Scanning for Deep Neural Networks through K-Arm Optimization
   2021/02/09 by Guangyu Shen, Shen, Guangyu, Yingqi Liu +13 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
   2022/10/23 by Kaiyuan Zhang, Guanhong Tao, Zhang, Kaiyuan +19 · 3 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. 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
6. Backdoor Vulnerabilities in Normally Trained Deep Learning Models
   2022/11/29 by Guanhong Tao, Zhenting Wang, Tao, Guanhong +17 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks
   2025/06/12 by Kaiyuan Zhang, Siyuan Cheng, Zhang, Kaiyuan +19 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data