2 papers
cs.CV2025
Continual Adversarial Defense
Qian Wang, Hefei Ling, Yingwei Li +3
In response to the rapidly evolving nature of adversarial attacks against visual classifiers, numerous defenses have been proposed to generalize against as many known attacks as po…
cs.CV2025
Detecting Adversarial Data using Perturbation Forgery
Qian Wang, Chen Li, Yuchen Luo +4
As a defense strategy against adversarial attacks, adversarial detection aims to identify and filter out adversarial data from the data flow based on discrepancies in distribution…