Information Security Using Image Steganography and Deep Learning

Abstract

The method of hiding information in digital images in a clandestine manner has gained more significance for protecting information in modern-day communication systems. This research proposes a new method for hiding information in images, focusing on higher security, improved storage efficiency, and less disturbance to the accepted image quality measures, such as peak signal-to-noise ratio, structural similarity metrics. The outcomes reveal that the proposed system consistently surpasses traditional techniques in both performance and security. This research contributes a dependable and innovative solution to the domain of covert communication and serves as a strong foundation for advancing future work in secure image steganography.