Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces
This addresses the need for tools to understand human detection of AI-synthesized faces, which are used in fake social media accounts, but it is incremental as it focuses on platform creation rather than new methods or results.
The authors tackled the problem of lacking an open platform to study human performance in detecting AI-synthesized faces, resulting in the development of an online platform called Open-eye.
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.