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The study of UX dark patterns, i.e., UI designs that seek to manipulate userbehaviors, often for the benefit of online services, has drawn significantattention in the CHI and CSCW communities in recent years. To complementprevious studies in addressing dark patterns from (1) the designer'sperspective on education and advocacy for ethical designs; and (2) thepolicymaker's perspective on new regulations, we propose anend-user-empowerment intervention approach that helps users (1) raise theawareness of dark patterns and understand their underlying design intents; (2)take actions to counter the effects of dark patterns using a web augmentationapproach. Through a two-phase co-design study, including 5 co-design workshops(N=12) and a 2-week technology probe study (N=15), we reported findings on theunderstanding of users' needs, preferences, and challenges in handling darkpatterns and investigated the feedback and reactions to users' awareness of andaction on dark patterns being empowered in a realistic in-situ setting.

From Awareness to Action: Exploring End-User Empowerment Interventions for Dark Patterns in UX