Singular layer transmission for continuous-variable quantum key distribution

We develop a singular layer transmission model for continuous-variable quantum key distribution (CVQKD). We show that the singular layer assistance provides improved secret key rates for CVQKD, particularly in crucial low signal-to-noise ratio regimes.