personally identifiable information

Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025 Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility ICLR 2025 Re-identification of De-identified Documents with Autoregressive Infilling ACL 2025 SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SemEval 2025 Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models IJCNLP 2025 Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning ICML 2025 Understanding PII Leakage in Large Language Models: A Systematic Survey IJCAI 2025 Large Language Models Can Be Contextual Privacy Protection Learners EMNLP 2024 Learnable Privacy Neurons Localization in Language Models ACL 2024 Pseudonymization Categories across Domain Boundaries COLING 2024 Teach LLMs to Phish: Stealing Private Information from Language Models ICLR 2024 Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024 What's In My Big Data? ICLR 2024 Automated De-Identification of Arabic Medical Records EMNLP 2023 ProPILE: Probing Privacy Leakage in Large Language Models NeurIPS 2023