MetaCloak: Preventing Unauthorized Subject-Driven Text-to-Image Diffusion-Based Synthesis via Meta-Learning - Liu, Yixin; Fan, Chenrui; Dai, Yutong; Chen, Xun; Zhou, Pan; Sun, Lichao (Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online), 2024)
Keywords: Adversarial ML; DeepFake Defense; Diffusion models; Filtering; Imperceptible Perturbation; Metalearning; Perturbation methods; Semantics; Text to image; Training; Unauthorized Exploitation; Unlearnable Example