Adversarial Perturbation (Python)

simple code

original picture

perturbation

noise

“Here, we added a very small perturbation to the image.

For humans, the image looks almost the same, but for an AI model, this small change can completely alter the prediction.”

“This shows that AI systems can be very sensitive to small, almost invisible changes.”