Physical adversarial attack meets computer vision: A decade survey

H Wei, H Tang, X Jia, Z Wang, H Yu, Z Li… - … on Pattern Analysis …, 2024 - ieeexplore.ieee.org
Despite the impressive achievements of Deep Neural Networks (DNNs) in computer vision,
their vulnerability to adversarial attacks remains a critical concern. Extensive research has …

Natural weather-style black-box adversarial attacks against optical aerial detectors

G Tang, W Yao, T Jiang, W Zhou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Most existing adversarial attack methods against detectors involve adding adversarial
perturbations to benign images to synthesize adversarial examples. However, directly …

Duaw: Data-free universal adversarial watermark against stable diffusion customization

X Ye, H Huang, J An, Y Wang - arxiv preprint arxiv:2308.09889, 2023 - arxiv.org
Stable Diffusion (SD) customization approaches enable users to personalize SD model
outputs, greatly enhancing the flexibility and diversity of AI art. However, they also allow …