This document summarizes a proposed public key encryption scheme based on learning parity with noise (LPN). It aims to address the non-negligible encoding error that exists in existing public key encryption schemes based on LPN variants. The proposed scheme uses single-bit and multi-bit encryption to reduce encoding errors with only a small increase in ciphertext space and computation overhead. It is designed to withstand quantum attacks while providing strong practical security.