Introduction In an era dominated by visual content and digital communication, ensuring the authenticity of images has become increasingly crucial. The rampant proliferation of manipulated or fabricated images has led to a pressing need for robust image authentication mechanisms. This article delves into the intricate landscape of image authentication, exploring the challenges and advancements...