Steganography Technique

Steganography, the art of concealing information within other data, is experiencing renewed interest driven by the rise of sophisticated machine learning models. Current research focuses on developing robust and undetectable methods for embedding data in various media, including images, text, and AI model weights, employing techniques like least significant bit modification, generative adversarial networks, and autoencoders. These advancements have implications for both secure communication and malicious activities, highlighting the need for parallel research in steganalysis—the detection of hidden messages—to maintain information security. The interplay between these opposing fields is crucial for advancing both defensive and offensive capabilities in data hiding.