Privacy

Measuring Non-Adversarial Reproduction of Training Data in Large Language Models ICLR 2025 Medical Manifestation-Aware De-Identification AAAI 2025 Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment AAAI 2025 MEDUSA: Medical Data Under Shadow Attacks via Hybrid Model Inversion AISTATS 2025 Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025 Membership and Memorization in LLM Knowledge Distillation EMNLP 2025 MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection WACV 2025 Memories of Forgotten Concepts CVPR 2025 MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models ACL 2025 Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging EMNLP 2025 MettEagle: Costs and Benefits of Implementing Containers on Microkernels OSDI 2025 MFL-Owner: Ownership Protection for Multi-modal Federated Learning via Orthogonal Transform Watermark AAAI 2025 MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector AAAI 2025 MI-CAPTCHA: Enhance the Security of CAPTCHA Using Mooney Images AAAI 2025 Mimicking the Familiar: Dynamic Command Generation for Information Theft Attacks in LLM Tool-Learning System ACL 2025 Minimax Optimal Two-Sample Testing under Local Differential Privacy JMLR 2025 MIRACLE 3D: Memory-efficient Integrated Robust Approach for Continual Learning on 3D Point Clouds via Shape Model Construction ICLR 2025 Mitigating Memorization in Language Models ICLR 2025 Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data EMNLP 2025 Mixing Times and Privacy Analysis for the Projected Langevin Algorithm under a Modulus of Continuity JMLR 2025 Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion AAAI 2025 MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation IJCAI 2025 MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models AAAI 2025 MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025 Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025