Deblurring as a Defense against Adversarial Attacks

W Duckworth, W Liao, W Yu - 2023 IEEE 12th International …, 2023 - ieeexplore.ieee.org
The increased use of image classification models and the prevalence of autonomous
vehicles on roads has sparked a conversation regarding protecting these tools from …

Performance of gan-based denoising and restoration techniques for adversarial face images

T Kimbrough, P Tian, W Liao… - 2023 IEEE/ACIS 21st …, 2023 - ieeexplore.ieee.org
Facial recognition (FR) systems are employed to identify and authenticate individuals. There
has been a rise in privacy concerns regarding mass surveillance and unauthorized usages …