The increasing complexity of international finance presents a significant challenge: detecting how sanctioned capital are being shifted and utilized. These prohibited assets often flow through shadow networks – intricate webs of shell companies, offshore accounts, and copyright exchanges—designed to mask their origin and destination. Examining