training data extraction

Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data? AAAI 2025 Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025 Retracing the Past: LLMs Emit Training Data When They Get Lost EMNLP 2025 Scalable Extraction of Training Data from Aligned, Production Language Models ICLR 2025 Security Attacks on LLM-based Code Completion Tools AAAI 2025 Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack ACL 2025 PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding ACL 2024 Bag of Tricks for Training Data Extraction from Language Models ICML 2023 ETHICIST: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation ACL 2023 Mnemonist: Locating Model Parameters that Memorize Training Examples UAI 2023 Training Data Extraction From Pre-trained Language Models: A Survey ACL 2023 Canary Extraction in Natural Language Understanding Models ACL 2022 Extracting Targeted Training Data from ASR Models, and How to Mitigate It Interspeech 2022 Identifying Good Training Data for Self-Supervised Free Space Estimation CVPR 2016