In recent years, cross-border e-commerce, as an innovative foreign trade model, has disrupted traditional trade paradigms and business models, emerging as a new engine for economic growth and advancing economic globalization and international cooperation. Enterprises face both opportunities and challenges in this process. This paper examines industry-specific characteristics, analyzes risk mechanisms, and establishes a dynamic, end to-end prevention and control system powered by artificial intelligence, big data, and blockchain technologies— encompassing intelligent perception, early warning, response, and empowerment. The system facilitates the transformation of intellectual property management and provides a systematic solution for home textile enterprises to navigate the global market safely.