2 papers
cs.CV2022
Unrestricted Black-box Adversarial Attack Using GAN with Limited Queries
Dongbin Na, Sangwoo Ji, Jong Kim
Adversarial examples are inputs intentionally generated for fooling a deep neural network. Recent studies have proposed unrestricted adversarial attacks that are not norm-constrain…
cs.CR2021
Detecting Audio Adversarial Examples with Logit Noising
Namgyu Park, Sangwoo Ji, Jong Kim
Automatic speech recognition (ASR) systems are vulnerable to audio adversarial examples that attempt to deceive ASR systems by adding perturbations to benign speech signals. Althou…