Three-Level Security Communication of Multimedia Data via Hybrid Sparse Autoencoder-Parallel Compressive Sensing

A hybrid sparse autoencoder-parallel compressive sensing (SAE-PCS) communication system for the encryption of multimedia data with a third level of protection is proposed, preserving PSNR within ±35% and enhancing the mutual information up to 70%.