“…In particular, in [3], layered coding based on splitting the joint channel into channels for each bit layer, according to the chain rule of mutual information, offers a key rate higher than that of joint coding (treating the concatenation of bits as the bit-stream). Avoiding high latency to keep pace with the speed at which raw key is generated has become increasingly more important, see, e.g., [5], [6]. Layered coding is computationally challenging in the finite-length regime, especially when the number of bits per symbol increases, due to the dependencies between layers and the unexplored discrepancy between the asymptotic analysis and the finite-length code construction [7].…”