FM-GOAT

Supplementary code for the paper "Evaluating Adversarial Robustness of No-Reference Image and Video Quality Assessment Models with Frequency-Masked Gradient Orthogonalization Adversarial Attack"

Structure

• fm_goat.py - code for proposed FM-GOAT attack
• other_attacks.py - code for I-FGSM, Korhonen-et-al, Zhang-et-al attacks used in this work
• other_attacks_unrestricted.py - code for StAdv attack
• example_use.ipynb - Jupyter Notebook with example usage of the attack.
• img/ - example images for the attack