Privacy

PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs IJCNLP 2025 PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025 PlugMark: A Plug-in Zero-Watermarking Framework for Diffusion Models ICCV 2025 PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models NAACL 2025 Poison-splat: Computation Cost Attack on 3D Gaussian Splatting ICLR 2025 Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference AAAI 2025 Positive-Unlabeled Diffusion Models for Preventing Sensitive Data Generation ICLR 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 Predicting Event Memorability using Personalized Federated Learning WACV 2025 PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement EMNLP 2025 Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment EMNLP 2025 PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models ICLR 2025 PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance ACL 2025 Privacy-and-Utility-Aware Publishing of Schedules AAAI 2025 Privacy Auditing of Large Language Models ICLR 2025 Privacy-Aware Lifelong Learning ICLR 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 Data Selection for Bias Mitigation in Speech Models ACL 2025 Privacy-Preserving Federated Learning for Hate Speech Detection NAACL 2025 Privacy-Preserving Low-Rank Adaptation Against Membership Inference Attacks for Latent Diffusion Models AAAI 2025 Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models ICLR 2025 Privacy Preserving Solution of DCOPs by Local Search IJCAI 2025 Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators AAAI 2025