Exploring the Effectiveness of Steganography Techniques: A Comparative Analysis

This research paper explores the use of image steganography for data communication. It provides an overview of data communication and steganography and focuses on the specific area of image steganography. It surveys various algorithms, including traditional and recent techniques, such as least significant bit insertion and neural network-based approaches. The importance of security implementation and recent advancements in deep learning techniques, such as GANs and CNNs, are also discussed. The paper concludes with a discussion of future directions and open challenges in the field of image steganography for data communication.