{"id":20697,"name":"Image Anomaly Detector (IAD)","purpose":"A security tool that analyzes uploaded images for sensitive data, especially faces and personally identifiable information (PII), alerting users to potential exposure vulnerabilities and preventing accidental data leaks.  Inspired by the ClarityCheck data breach.","profitable":1,"date_generated":"Wednesday August 2026 12:48","reference":"image-anomaly-detector","technology_advise":["Python","C#","PostgreSQL","Difficult"],"development_time_estimation_mvp_in_hours":300,"grade":8.5,"category":"security","view_count":7,"similar_ideas":[],"source_headline":"Reverse-Lookup Service exposed millions of photos of people's faces"}