Learned Encrypter-Decrypter Models for Diffusion-Like Image Encryption

Updated March 2026: this paper studies a learned Encrypter/Decrypter pipeline with diffusion-like stochastic corruption. RGB is treated on a discrete 8-bit lattice ([0,255]^3) while alpha is preserved, with analysis of reconstruction quality and limits.