AI Invisible

Adversarial Noise Generator

Select Image

Method

Epsilon (strength) 8

Output Format

Original

Adversarial

How it works

This tool adds imperceptible noise or blur designed to confuse AI classifiers. FGSM perturbs pixels in the direction of the gradient; random noise adds high-frequency artifacts; Gaussian blur reduces high-frequency details. Results vary by target model and image content.