A Multilayered Risk-Aware Input Moderation Framework for Safe Large Language Models: SDGs: Primary SDG: SDG 9 - Industry, Innovation, and Infrastructure. | Secondary SDGs: SDG 3 - Good Health and Well-Being, SDG 16 - Peace, Justice and Strong Institutions. JSST 2026, 1 (1), 41-55.