Adversarial Attacks Using Differentiable Rendering: A Survey

M Hull, C Zhang, Z Kira, DH Chau - arXiv preprint arXiv:2411.09749, 2024 - arxiv.org
Differentiable rendering methods have emerged as a promising means for generating photo-
realistic and physically plausible adversarial attacks by manipulating 3D objects and scenes …

IPA-NeRF: Illusory Poisoning Attack Against Neural Radiance Fields

W Jiang, H Zhang, S Zhao, Z Guo, H Wang - ECAI 2024, 2024 - ebooks.iospress.nl
Abstract Neural Radiance Field (NeRF) represents a significant advancement in computer
vision, offering implicit neural network-based scene representation and novel view synthesis …