Privacy

Person De-reidentification: A Variation-guided Identity Shift Modeling CVPR 2025 PFGuard: A Generative Framework with Privacy and Fairness Safeguards ICLR 2025 PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ACL 2025 PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025 Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference AAAI 2025 Powerformer: Efficient and High-Accuracy Privacy-Preserving Language Model with Homomorphic Encryption ACL 2025 Pre-Capture Privacy via Adaptive Single-Pixel Imaging WACV 2025 PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance ACL 2025 Privacy-and-Utility-Aware Publishing of Schedules AAAI 2025 Privacy-centric Deep Motion Retargeting for Anonymization of Skeleton-Based Motion Visualization ICCV 2025 Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory NAACL 2025 Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents EMNLP 2025 Privacy-Preserving Neural Processes for Probabilistic User Modeling UAI 2025 Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators AAAI 2025 PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders EMNLP 2025 Private kNN-VC: Interpretable Anonymization of Converted Speech Interspeech 2025 Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025 Profiling LLM’s Copyright Infringement Risks under Adversarial Persuasive Prompting EMNLP 2025 Promising Multi-Granularity Linguistic Steganography by Jointing Syntactic and Lexical Manipulations AAAI 2025 Prompt-based Unifying Inference Attack on Graph Neural Networks AAAI 2025 Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents ACL 2025 Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations CVPR 2025 Public Data Assisted Differentially Private In-Context Learning EMNLP 2025 Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025 Queries, Representation & Detection: The Next 100 Model Fingerprinting Schemes AAAI 2025