Nighttime driving safety model integrating visual-physiological parameters was proposed, enabling dynamic glare risk intervention through threshold monitoring and adaptive lighting strategies. The findings provide scientific foundations for optimizing road lighting design, establishing fill light technical standards, and developing in-vehicle human-machine interaction warning systems.