Article Versions Notes

Ming S, Zhang Y, Liu Y, Han T, Liu D, Yu T, Lu J, Xu B. PromptTrace: A Fine-Grained Prompt Stealing Attack via CLIP-Guided Beam Search for Text-to-Image Models. Symmetry. 2026; 18(1):161. https://doi.org/10.3390/sym18010161

Ming, Shaofeng, Yuhao Zhang, Yang Liu, Tianyu Han, Dengmu Liu, Tong Yu, Jieke Lu, and Bo Xu. 2026. "PromptTrace: A Fine-Grained Prompt Stealing Attack via CLIP-Guided Beam Search for Text-to-Image Models" Symmetry 18, no. 1: 161. https://doi.org/10.3390/sym18010161

Ming, S., Zhang, Y., Liu, Y., Han, T., Liu, D., Yu, T., Lu, J., & Xu, B. (2026). PromptTrace: A Fine-Grained Prompt Stealing Attack via CLIP-Guided Beam Search for Text-to-Image Models. Symmetry, 18(1), 161. https://doi.org/10.3390/sym18010161