{"id":7784,"name":"PromptShield PDF","purpose":"A software tool designed to automatically scan PDF documents for embedded prompt injection instructions, alerting users to potential security risks in research papers and other documents. Addresses concerns highlighted by reviewers at ICML where prompt injection was found consistently.","profitable":1,"date_generated":"Saturday February 2026 02:30","reference":"promptshield-pdf-project","technology_advise":["Python","Medium"],"development_time_estimation_mvp_in_hours":120,"grade":7.2,"category":"security","view_count":41,"similar_ideas":[{"id":11603,"name":"PDF Prompt Shield","grade":8.5,"category":"ai"},{"id":966,"name":"PromptShield","grade":6.5,"category":null},{"id":7648,"name":"PromptShield","grade":7.5,"category":"security"},{"id":7999,"name":"PromptGuard","grade":8.2,"category":"security"},{"id":5395,"name":"Prompt Injection Sentinel","grade":7.3,"category":"security"}],"source_headline":"ICML papers found to contain prompt injection text."}