Computer-implemented systems and methods for determining topics of displayed content are provided while maintaining user data privacy and security. Entity identification and topic determination models may be stored within a user computing device such that the user computing device may perform topic detection of content presently displayed on the user computing device to maintain user data privacy. Once a topic(s) is determined from the content, features within the user computing device may be enabled or tailored to a user based on the content being displayed.
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Sidahmed, Hakim; Prakash, Sushant; Fuchs, Raphael; Zhou, Ellie; Dragus, Marius; and Schmiedl, Felix, "Local Detection of Topical Entities Using Machine Learning", Technical Disclosure Commons, (November 04, 2022)