Evaluation of automated media content manipulation detection tools
收藏NIAID Data Ecosystem2026-05-02 收录
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https://zenodo.org/record/14993021
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资源简介:
Tools for automated detection of media content manipulationObjective: To evaluate the effectiveness of tools that use AI algorithms to determine whether an image has been created or edited with the help of AI.Input:1. 15 original unedited photo images (https://tinyurl.com/3y2pp67s) - Exist;2. 15 images created by artificial intelligence (https://tinyurl.com/27z9dnc9) - Generated by AI.Steps.1. Select an image from the dataset.2. Use a tool for automated detection of manipulation of media content.3. Fixing the result of the tool evaluation.Expected results. The tools should give the correct classification of the image according to its type ("existing", "generated by AI").Results. The evaluation results of each tool are summarised in a table.
媒体内容操纵自动化检测工具
目标:评估采用人工智能(Artificial Intelligence)算法的工具,在判别图像是否由人工智能生成或经人工智能编辑方面的有效性。
输入:
1. 15张原始未编辑的实拍图像(https://tinyurl.com/3y2pp67s)—— 真实存在;
2. 15张由人工智能(Artificial Intelligence)生成的图像(https://tinyurl.com/27z9dnc9)—— 由AI生成。
操作步骤:
1. 从数据集中选取一张图像;
2. 使用媒体内容操纵自动化检测工具进行检测;
3. 记录工具的评估结果。
预期结果:工具需根据图像类型(「真实存在的原始图像」、「由AI生成的图像」)给出正确的分类结果。
评估结果:各工具的评估结果将以表格形式汇总。
创建时间:
2025-03-19



