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Sheng-Yen Chou

  1. How to Backdoor Diffusion Models?
    2022/12/11 by Sheng-Yen Chou, Chou, Sheng-Yen, Pin‐Yu Chen +3 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  2. VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models
    2023/06/12 by Sheng-Yen Chou, Pin‐Yu Chen, Chou, Sheng-Yen +3 · 13 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Topic Modeling
  3. Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
    2023/11/27 by Shengwei An, Sheng-Yen Chou, An, Shengwei +19 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)