Unmasking the Illusion: AI-Generated Faces Challenge Perceptions

Research shows survey participants duped by AI-generated images nearly 40 percent of the time.

If you recently had trouble figuring out if an image of a person is real or generated through artificial intelligence (AI), you're not alone.

A new study from University of Waterloo researchers found that people had more difficulty than was expected distinguishing who is a real person and who is artificially generated.

The Waterloo study saw 260 participants provided with 20 unlabeled pictures: 10 of which were of real people obtained from Google searches, and the other 10 generated by Stable Diffusion or DALL-E, two commonly used AI programs that generate images.

Participants were asked to label each image as real or AI-generated and explain why they made their decision. Only 61 percent of participants could tell the difference between AI-generated people and real ones, far below the 85 percent threshold that researchers expected.

Misleading Indicators and Rapid AI Development

"People are not as adept at making the distinction as they think they are," said Andreea Pocol, a PhD candidate in Computer Science at the University of Waterloo and the study's lead author.

Participants paid attention to details such as fingers, teeth, and eyes as possible indicators when looking for AI-generated content – but their assessments weren't always correct.

Pocol noted that the nature of the study allowed participants to scrutinize photos at length, whereas most internet users look at images in passing.

"People who are just doomscrolling or don't have time won't pick up on these cues," Pocol said.

Pocol added that the extremely rapid rate at which AI technology is developing makes it particularly difficult to understand the potential for malicious or nefarious action posed by AI-generated images. The pace of academic research and legislation isn't often able to keep up: AI-generated images have become even more realistic since the study began in late 2022.

The Threat of AI-Generated Disinformation

These AI-generated images are particularly threatening as a political and cultural tool, which could see any user create fake images of public figures in embarrassing or compromising situations.

"Disinformation isn't new, but the tools of disinformation have been constantly shifting and evolving," Pocol said. "It may get to a point where people, no matter how trained they will be, will still struggle to differentiate real images from fakes. That's why we need to develop tools to identify and counter this. It's like a new AI arms race."

The study, "Seeing Is No Longer Believing: A Survey on the State of Deepfakes, AI-Generated Humans, and Other Nonveridical Media," was published in the journal Advances in Computer Graphics.

Reference: "Seeing Is No Longer Believing: A Survey on the State of Deepfakes, AI-Generated Humans, and Other Nonveridical Media" by Andreea Pocol, Lesley Istead, Sherman Siu, Sabrina Mokhtari and Sara Kodeiri, 29 December 2023, Advances in Computer Graphics.
DOI: 10.1007/978-3-031-50072-5_34