privacy preservation

First Steps Towards Voice Anonymization for Code-Switching Speech Interspeech 2025 Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution CVPR 2025 FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025 From Laboratory to Real World: A New Benchmark Towards Privacy-Preserved Visible-Infrared Person Re-Identification CVPR 2025 Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025 How Private are Language Models in Abstractive Summarization? EMNLP 2025 Human-Inspired Obfuscation for Model Unlearning: Local and Global Strategies with Hyperbolic Representations EMNLP 2025 Improving Private Random Forest Prediction Using Matrix Representation AAAI 2025 JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs SemEval 2025 Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering EMNLP 2025 Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025 Learning to Rewind via Iterative Prediction of Past Weights for Practical Unlearning AAAI 2025 LLMs are Privacy Erasable EMNLP 2025 Machine Unlearning of Personally Identifiable Information in Large Language Models EMNLP 2025 MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs SemEval 2025 MIRACLE 3D: Memory-efficient Integrated Robust Approach for Continual Learning on 3D Point Clouds via Shape Model Construction ICLR 2025 Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data EMNLP 2025 MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025 Model-based Large Language Model Customization as Service EMNLP 2025 Model Poisoning Attacks to Federated Learning via Multi-Round Consistency CVPR 2025 Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025 MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments ICCV 2025 Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU SemEval 2025 NEKO at SemEval-2025 Task 4: A Gradient Ascent Based Machine Unlearning Strategy SemEval 2025 NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning SemEval 2025