{"id":3619,"name":"IP Range Anomaly Detection System","purpose":"A proactive system that continuously monitors public IP ranges for unusual activity and potential security threats, leveraging machine learning to identify patterns indicative of malicious behavior based on trends observed in 2025.","profitable":1,"date_generated":"Thursday December 2025 21:59","reference":"ip-range-anomaly-detection","technology_advise":["Python","PostgreSQL","Difficult"],"development_time_estimation_mvp_in_hours":180,"grade":7.8,"category":null,"view_count":38,"similar_ideas":[{"id":6385,"name":"Secure Network Anomaly Detection","grade":8.8,"category":"security"},{"id":7468,"name":"AI-Powered Threat Pattern Recognition","grade":8.2,"category":"security"},{"id":3525,"name":"Credential Anomaly Detection System","grade":8.2,"category":null},{"id":10432,"name":"IPv6 Threat Intelligence Platform","grade":7.8,"category":"security"},{"id":4642,"name":"DNS Anomaly Detector","grade":6.9,"category":"security"}],"source_headline":null}