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An, Shengwei

  1. Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense
    2022/02/11 by Shen, Guangyu, Liu, Yingqi, Tao, Guanhong +5 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. Backdoor Attack through Frequency Domain
    2021/11/22 by Wang, Tong, Yao, Yuan, Xu, Feng +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  3. Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
    2023/11/27 by An, Shengwei, Chou, Sheng-Yen, Zhang, Kaiyuan +8 · 3 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Backdoor Scanning for Deep Neural Networks through K-Arm Optimization
    2021/02/09 by Shen, Guangyu, Liu, Yingqi, Tao, Guanhong +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
    2022/10/23 by Zhang, Kaiyuan, Tao, Guanhong, Xu, Qiuling +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
    2023/01/16 by Cheng, Siyuan, Tao, Guanhong, Liu, Yingqi +8 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  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. Backdoor Vulnerabilities in Normally Trained Deep Learning Models
    2022/11/29 by Guanhong Tao, Tao, Guanhong, Zhenting Wang +17 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)