{"id":21131,"name":"UAT-Defense","purpose":"A proactive web server security scanner that simulates UAT-10147-style attacks to identify vulnerabilities (Spectre, rootkit deployment) *before* malicious actors can exploit them.  Provides automated remediation advice.","profitable":1,"date_generated":"Monday August 2026 11:11","reference":"uat-defense-project","technology_advise":["C#","Difficult","PostgreSQL"],"development_time_estimation_mvp_in_hours":240,"grade":8.2,"category":"security","view_count":1,"similar_ideas":[{"id":6391,"name":"Web Server Scan Guardian","grade":6.8,"category":"security"},{"id":18759,"name":"KernelSecure","grade":8.2,"category":"security"},{"id":1597,"name":"AI Vulnerability Scanner","grade":7.8,"category":null},{"id":20790,"name":"AIT-Guard","grade":7.8,"category":"security"},{"id":3183,"name":"Security Vulnerability Remediation Assistant","grade":8.2,"category":null}],"source_headline":"UAT-10147 Uses AI to Scale Server Attacks"}