Application Areas

Privacy Attacks on Image AutoRegressive Models ICML 2025 Privacy Auditing of Large Language Models ICLR 2025 Privacy-Aware Lifelong Learning ICLR 2025 Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory NAACL 2025 Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents EMNLP 2025 Privacy Preserving Data Selection for Bias Mitigation in Speech Models ACL 2025 Privacy-Preserving Federated Learning for Hate Speech Detection NAACL 2025 Privacy-Preserving Low-Rank Adaptation Against Membership Inference Attacks for Latent Diffusion Models AAAI 2025 Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models ICLR 2025 Privacy Preserving Solution of DCOPs by Local Search IJCAI 2025 Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators AAAI 2025 PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration ACL 2025 Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training ACL 2025 PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders EMNLP 2025 Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models ICML 2025 Privacy, Utility and Fairness: Navigating Trade-offs in Differentially Private Machine Learning AAAI 2025 PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation WACV 2025 Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025 Private Synthetic Text Generation with Diffusion Models NAACL 2025 PrivDNFIS: Privacy-preserving and Efficient Deep Neuro-Fuzzy Inference System AAAI 2025 PRM: Photometric Stereo based Large Reconstruction Model ICCV 2025 Proactive Hearing Assistants that Isolate Egocentric Conversations EMNLP 2025 Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility ICLR 2025 ProAPO: Progressively Automatic Prompt Optimization for Visual Classification CVPR 2025 Probabilistic Group Mask Guided Discrete Optimization for Incremental Learning ICML 2025