图像抄袭和操纵,在学术界是一个未被充分认识到的问题
Thomas Saliba1, David Rotzinger2
1Radiology Department, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland. Tes1066@hotmail.com.
European radiology
|February 12, 2025
概括
人工智能 (AI) 在学术研究中提出了新的抄袭挑战,特别是图像操纵. 加强警和人工智能检测工具对于保持研究完整性至关重要,特别是在医学成像等领域.
科学领域:
- 科学完整性 科学完整性
- 在研究中的人工智能.
- 学术出版学术出版是一门学术出版业.
背景情况:
- 学术抄袭威胁到科学完整性.
- 人工智能 (AI) 在文本和图像生成/操纵方面带来了新的挑战.
- 现有的抄袭检测工具与人工智能生成和操纵的内容作斗争.
研究的目的:
- 讨论窃与人工智能扩散的不断变化的景观.
- 专注于在学术写作中对文字和图像操纵的影响.
- 突出了对人工智能生成和操纵内容的增强检测方法的需求.
主要方法:
- 审查目前用于检测人工智能生成/操纵内容的工具和实践.
- 讨论抄袭检测软件,计算机视觉算法和反向图像搜索.
- 分析AI在提高可读性和促进抄袭方面的双重作用.
主要成果:
- 基于文本的AI检测正在适应,但基于图像的检测滞后.
- 人工智能操纵检测工具看起来很有希望,但不完美,特别是对于图像.
- 反向图像搜索可以识别一些被操纵的数字,但人类监督至关重要.
结论:
- 将图像制造,操纵和抄袭检测集成到欺诈检测中是至关重要的.
- 加强警和技术对于维护学术诚信至关重要.
- 像医学成像这样的领域需要强大的检测,因为它直接影响临床结果.
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