{"id":19449,"name":"CSAM Shield","purpose":"A proactive content moderation system for user-generated content platforms, utilizing AI to detect potential CSAM before it’s reported, and automatically flagging it for review.  Addresses the risk highlighted by Telegram's app removal.","profitable":1,"date_generated":"Tuesday August 2026 22:23","reference":"project-csam-shield-2026","technology_advise":["Python","Difficult","PostgreSQL"],"development_time_estimation_mvp_in_hours":250,"grade":8.2,"category":"security","view_count":5,"similar_ideas":[{"id":3976,"name":"CSAM Sentinel","grade":8.7,"category":null},{"id":1002,"name":"ContentShield","grade":7.6,"category":null},{"id":849,"name":"CSAM Detection API","grade":8.9,"category":null},{"id":1775,"name":"ChatGuard AI","grade":7.8,"category":null},{"id":11643,"name":"SecureChild AI","grade":7.8,"category":"security"}],"source_headline":"Telegram app removed after CSAM planted by extortionist"}