GAN-based spatial image steganography with cross feedback mechanism

•Proposed scheme reconstructs the structure of generative adversarial network.•Cross feedback mechanism is built between the contraction path and the expansion path.•More sophisticated probability map can be generated to guide secure steganography.•Competitive experiments are performed over large-scale natural image databases.