The rapid evolution of the Internet of Everything (IoE) has significantly enhanced global connectivity and multimedia content sharing. simultaneously escalating the unauthorized distribution of multimedia content. posing risks to intellectual property rights. In 2022 alone. https://www.roneverhart.com/Stoneraven-West-Non-Ladder/