A multimodal AI detector, DPGuard, combined with a unified 21-category taxonomy, claims state-of-the-art detection of deceptive UI patterns and finds them in 47% of popular websites and 24% of mobile screenshots.
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50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security Implications
A multimodal AI detector, DPGuard, combined with a unified 21-category taxonomy, claims state-of-the-art detection of deceptive UI patterns and finds them in 47% of popular websites and 24% of mobile screenshots.