Promptly Yours? 关于AI生成艺术术语推断的人类主体研究
人机交互
2024-10-14 v1 人工智能
摘要
AI生成艺术领域的发展催生了提示市场，其中包含可购买、出售或分享以生成独特艺术作品的提示。这些市场常常声称对提示拥有所有权，主张其为知识产权。本文探讨了whether concealed prompts 在人类和AI工具可能能够基于公开广告的示例图像大约推断提示时，是否可被视为安全的知识产权。 Specifically, our survey aims to assess (i) how accurately can humans infer the original prompt solely by examining an AI-generated image, with the goal of generating images similar to the original image, and (ii) the possibility of improving upon individual human and AI prompt inferences by crafting human-AI combined prompts with the help of a large language model。尽管之前的研究探索了使用AI和机器学习来推断（以及保护免受推断）提示推断，但我们是首次将人类纳入循环。我们的发现表明，尽管人类和人类-AI协作可以推断提示并生成与原始图像相似的图像，但它们不如使用原始提示成功。
引用
@article{arxiv.2410.08406,
title = {Promptly Yours? A Human Subject Study on Prompt Inference in AI-Generated Art},
author = {Khoi Trinh and Joseph Spracklen and Raveen Wijewickrama and Bimal Viswanath and Murtuza Jadliwala and Anindya Maiti},
journal= {arXiv preprint arXiv:2410.08406},
year = {2024}
}