Highlights
• A turn-off FL sensor based on PQDs-embedded MIP for ciprofloxacin detection was designed.
• One-pot room temperature synthesis strategy of PQDs@MIP was proposed.
• Encapsulating PQDs in silica-based MIPs significantly enhances their stability in solvents and under natural light, while also improving the selectivity of fluorescence quenching behavior.
• The CsPbBr3@MIP sensor demonstrated excellent stability, selectivity, and high sensitivity for CIP, achieving a low detection limit of 0.03 mg/L within a linear range of 0.05–10.0 mg/L.

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