Privacy

User-side Model Consistency Monitoring for Open Source Large Language Models Inference Services ACL 2025 VAGUE‐Gate: Plug‐and‐Play Local‐Privacy Shield for Retrieval‐Augmented Generation IJCNLP 2025 ValidaTor: Domain Validation over Tor NSDI 2025 Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models CVPR 2025 VerA: Versatile Anonymization Applicable to Clinical Facial Photographs WACV 2025 VideoEraser: Concept Erasure in Text-to-Video Diffusion Models EMNLP 2025 VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking ICLR 2025 VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset ICCV 2025 Vision Language Model Helps Private Information De-Identification in Vision Data ACL 2025 Vision-Language Model IP Protection via Prompt-based Learning CVPR 2025 VPR-Cloak: A First Look at Privacy Cloak Against Visual Place Recognition ICCV 2025 VVRec: Reconstruction Attacks on DL-based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma Distribution AAAI 2025 Ward: Provable RAG Dataset Inference via LLM Watermarks ICLR 2025 Watermark Anything With Localized Messages ICLR 2025 Watermarking Large Language Models: An Unbiased and Low-risk Method ACL 2025 Watermarking One for All: A Robust Watermarking Scheme Against Partial Image Theft CVPR 2025 Watermarking with Low-Entropy POS-Guided Token Partitioning and Z-Score-Driven Dynamic Bias for Large Language Models EMNLP 2025 Weave: Efficient and Expressive Oblivious Analytics at Scale OSDI 2025 Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models EMNLP 2025 WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks ACL 2025 When and Where do Data Poisons Attack Textual Inversion? ICCV 2025 When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs ACL 2025 Where Does This Data Come From? Enhanced Source Inference Attacks in Federated Learning IJCAI 2025 Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content CVPR 2025 Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted CVPR 2025