Bhavesh B. Prajapati

Defensive Reverse Engineering of LLM Applications: A Black-Box Framework for Security Risk Scoring and Mitigation

D-RELLM is presented, a defensive reverse-engineering framework for black-box security assessment of deployed LLM applications that treats the deployed application as a socio-technical system whose risk depends on instruction hierarchy, retrieval trust, authorization, tool agency, output handling, monitoring, and operational controls.