2 papers
cs.CV2023
DTA: Distribution Transform-based Attack for Query-Limited Scenario
Renyang Liu, Wei Zhou, Xin Jin +3
In generating adversarial examples, the conventional black-box attack methods rely on sufficient feedback from the to-be-attacked models by repeatedly querying until the attack is…
cs.CV2023
AFLOW: Developing Adversarial Examples under Extremely Noise-limited Settings
Renyang Liu, Jinhong Zhang, Haoran Li +3
Extensive studies have demonstrated that deep neural networks (DNNs) are vulnerable to adversarial attacks. Despite the significant progress in the attack success rate that has bee…