Sheng-Yen Chou
- 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)
- 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
- 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)