Stephanie Ness has pioneered research on Deep URL Profiling for malware detection.Her approach leverages machine learning and AI to analyze URL structures and behaviors.Ness's work is transforming cybersecurity by developing adaptive solutions and integrating them into national security frameworks.She aims to refine her methodology by incorporating real-time data analysis and predictive AI models.