CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search
Fahad Shamshad, Muzammal Naseer, Karthik Nandakumar
2023Year
18Top-tier citations
Abstract
red lipstick with purple eyeshadows" "pink eyeshadows" "clown makeup" "no makeup" "big eyebrows with pink eyeshadows" "tanned makeup with black lipstick" "tanned makeup with purple lipstick"
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Cited by top-tier papers18
- DiffAM: Diffusion-Based Adversarial Makeup Transfer for Facial Privacy ProtectionYuhao Sun, Lingyun Yu, Hongtao Xie, Jiaming Li et al.CVPR 2024 · 35 citations
- Examining Human Perception of Generative Content Replacement in Image Privacy ProtectionAnran Xu, Shitao Fang, Huan Yang, Simo Hosio et al.CHI 2024 · 22 citations
- Transferable Adversarial Facial Images for Privacy ProtectionMinghui Li, Jiangxiong Wang, Hao Zhang, Ziqi Zhou et al.ACM MM 2024 · 11 citations
- Rethinking Impersonation and Dodging Attacks on Face Recognition SystemsFengfan Zhou, Qianyu Zhou, Bangjie Yin, Hui Zheng et al.ACM MM 2024 · 9 citations
- Validating Privacy-Preserving Face Recognition Under a Minimum AssumptionHui Zhang, Xingbo Dong, Yen-Lung Lai, Ying Zhou et al.CVPR 2024 · 8 citations
Builds on22
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh et al.ICML 2021 · 47,906 citations
- GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion ModelsAlexander Quinn Nichol, Prafulla Dhariwal, Aditya Ramesh, Pranav Shyam et al.ICML 2022 · 4,691 citations
- StyleCLIP: Text-Driven Manipulation of StyleGAN ImageryOr Patashnik, Zongze Wu, Eli Shechtman, Daniel Cohen-Or et al.ICCV 2021 · 1,437 citations
- DiffusionCLIP: Text-Guided Diffusion Models for Robust Image ManipulationGwanghyun Kim, Taesung Kwon, Jong Chul YeCVPR 2022 · 458 citations
- CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance FieldsCan Wang, Menglei Chai, Mingming He, Dongdong Chen et al.CVPR 2022 · 313 citations
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- CelebV-Text: A Large-Scale Facial Text-Video DatasetJianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy et al.CVPR 2023
- Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground TruthZhaoyang Sun, Shengwu Xiong, Yaxiong Chen, Yi RongCVPR 2024 · 14 citations
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