privacy protection

Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025 Language Models are Advanced Anonymizers ICLR 2025 Learning to Refuse: Towards Mitigating Privacy Risks in LLMs COLING 2025 LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025 Medical Manifestation-Aware De-Identification AAAI 2025 On Large Language Model Continual Unlearning ICLR 2025 On the Vulnerability of Text Sanitization NAACL 2025 PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025 PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration ACL 2025 Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility ICLR 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 PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation WACV 2025 Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach WACV 2025 RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification ACL 2025 Scaling Laws for Differentially Private Language Models ICML 2025 Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models AAAI 2025 Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation CVPR 2025 SPY: Enhancing Privacy with Synthetic PII Detection Dataset NAACL 2025 S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems ACL 2025 T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025 Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization EMNLP 2025 Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency ICLR 2025 Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025 Towards All-in-One Medical Image Re-Identification CVPR 2025