Articles

This research introduces AidUI, an automated approach using computer vision and natural language processing to identify and classify ten UI dark patterns in application screenshots. A new dataset, ContextDP, was created for evaluation, demonstrating AidUI's effectiveness in detecting and localizing dark patterns, suggesting the feasibility of tools to help developers recognize and fix deceptive UI.