Review for NeurIPS paper: Practical No-box Adversarial Attacks against DNNs
–Neural Information Processing Systems
I wouldn't say this is a weakness but it would be good to have some works on adversarial attacks on auto-encoders and image translation networks cited in the paper. All of these works have the defining characteristic of attacking networks that have an image as an input and and image as an output and that the attacks are adapted from attacks such as FGSM, I-FGSM and PGD. This is related to the idea of the attack presented, since it is generated on an auto-encoder and transferred to a target model. None of these mentioned works diminish the novelty of the paper's ideas, they are just related. But that is just me.
Neural Information Processing Systems
Jan-26-2025, 18:24:54 GMT