{"id":13171,"name":"PrivacyGuard AI","purpose":"A browser extension and accompanying desktop application that monitors ad exposure patterns and alerts users to potential privacy breaches caused by AI inferring personal attributes. Provides anonymization tools and privacy recommendations to counter AI profiling.","profitable":1,"date_generated":"Sunday May 2026 03:02","reference":"project-privacy-guard","technology_advise":["Python","Android","iOS","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":7.8,"category":"security","view_count":26,"similar_ideas":[{"id":6289,"name":"PrivacyGuard AI","grade":8.2,"category":"security"},{"id":1327,"name":"PrivacyGuard AI","grade":7.8,"category":null},{"id":13675,"name":"ContextGuard","grade":7.2,"category":"security"},{"id":6538,"name":"PrivacyGuard AI","grade":8.8,"category":"mobile"},{"id":9774,"name":"PrivacyGuard","grade":5.2,"category":"security"}],"source_headline":"LLMs can infer private attributes from ad exposure alone"}