Can you confidently spot deepfake videos and images?

Deepfake videos and images are created using AI to look and sound real. In Singapore, a Cyber Security Agency survey found that three out of four people cannot identify deepfake content, even though many think they can. How confident are you at spotting deepfakes?

Recent studies, including a meta-analysis published in Computers in Human Behavior Reports and research led by the University of Florida, show that untrained humans generally perform near chance levels (around 50% to 55% accuracy) when distinguishing deepfakes from real content. While AI algorithms significantly outperform humans at detecting static deepfake photos, humans often retain an edge with deepfake videos by picking up on subtle inconsistencies in movement, facial expressions, and timing. Encouragingly, emerging research from institutions like The Australian National University demonstrates that short, targeted perceptual training can markedly improve human detection accuracy.

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