{"id":17436,"name":"Ad Fraud Sentinel","purpose":"A mobile application and accompanying API that identifies and flags potentially fraudulent advertising content based on pattern recognition and anomaly detection, providing proactive protection for users and increased transparency for platforms.","profitable":1,"date_generated":"Friday July 2026 13:37","reference":"project-ad-fraud-sentinel","technology_advise":["Android","iOS","Medium"],"development_time_estimation_mvp_in_hours":280,"grade":7.0,"category":"security","view_count":2,"similar_ideas":[{"id":7082,"name":"AdFraud Sentinel","grade":7.2,"category":"security"},{"id":8894,"name":"AdGuard Sentinel","grade":7.2,"category":"security"},{"id":10004,"name":"AI Fraud Alert Shield","grade":8.1,"category":"security"},{"id":465,"name":"Scam Ad Detector","grade":6.8,"category":null},{"id":13425,"name":"AdFree Guardian","grade":7.8,"category":"security"}],"source_headline":"Big tech to deal with scam ads under Ofcom proposals"}