"privacy protection" Papers

14 papers found

Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks

Junying Wang, Hongyuan Zhang, Yuan Yuan

CVPR 2025arXiv:2503.08269
22
citations

Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation

Xinge Ma, Jin Wang, Xuejie Zhang

AAAI 2025paperarXiv:2503.06028

DIA: The Adversarial Exposure of Deterministic Inversion in Diffusion Models

SeungHoo Hong, GeonHo Son, Juhun Lee et al.

ICCV 2025arXiv:2510.00778

DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing

William June Suk Choi, Kyungmin Lee, Jongheon Jeong et al.

ICLR 2025arXiv:2410.05694
14
citations

Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models

Tae-Young Lee, Juwon Seo, Jong Hwan Ko et al.

NEURIPS 2025arXiv:2511.01307

Self-Refining Language Model Anonymizers via Adversarial Distillation

Kyuyoung Kim, Hyunjun Jeon, Jinwoo Shin

NEURIPS 2025arXiv:2506.01420
3
citations

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation

Yuan Gan, Jiaxu Miao, Yunze Wang et al.

CVPR 2025arXiv:2506.01591
3
citations

CipherDM: Secure Three-Party Inference for Diffusion Model Sampling

Xin Zhao, Xiaojun Chen, Xudong Chen et al.

ECCV 2024arXiv:2409.05414
3
citations

Facial Identity Anonymization via Intrinsic and Extrinsic Attention Distraction

Zhenzhong Kuang, Xiaochen Yang, Yingjie Shen et al.

CVPR 2024arXiv:2406.17219
9
citations

Federated Continual Learning via Prompt-based Dual Knowledge Transfer

Hongming Piao, Yichen WU, Dapeng Wu et al.

ICML 2024

One for All: A Universal Generator for Concept Unlearnability via Multi-Modal Alignment

Chaochao Chen, Jiaming Zhang, Yuyuan Li et al.

ICML 2024

OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition

Yuchen Pan, Junjun Jiang, Kui Jiang et al.

CVPR 2024arXiv:2402.18786
6
citations

Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding

Yuecen Wei, Haonan Yuan, Xingcheng Fu et al.

AAAI 2024paperarXiv:2312.12183
11
citations

Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise

Yixin Liu, Kaidi Xu, Xun Chen et al.

AAAI 2024paperarXiv:2311.13091
17
citations