Fake image detection has become a critical area of focus in today’s digitally driven world, where images play a powerful role in communication, media, and decision-making. With the rapid advancement of artificial intelligence and image-editing tools, creating highly realistic fake or manipulated images has become easier than ever. These images, often referred to as deepfakes or synthetic...