AI-synthesized faces are visually challenging to discern from real ones. They have been used as profile images for fake social media accounts, which leads to high negative social impacts. Although progress has been made in developing automatic methods to detect AI-synthesized faces, there is no open platform to study the human performance of AI-synthesized faces detection. In this work, we develop an online platform called Open-eye to study the human performance of AI-synthesized face detection. We describe the design and workflow of the Open-eye in this paper.
翻译:人工合成面孔在视觉上具有从真实面孔中辨别出来的挑战性,这些面孔被用作虚假社交媒体账户的图像,从而导致严重的负面社会影响。尽管在开发自动检测人工合成面孔的方法方面取得了进展,但还没有一个公开平台来研究人工合成面孔检测的人类性能。在这项工作中,我们开发了一个名为“开放眼”的在线平台,用于研究人工合成面孔检测的人类性能。我们在本文中描述了“开放眼”的设计和工作流程。