privacy protection

Bridging Privacy and Provenance: Traceable Virtual Identity Generation CVPR 2026 Collaborative LLM Numerical Reasoning with Local Data Protection AAAI 2026 Eguard: Defending LLM Embeddings Against Inversion Attacks via Text Mutual Information Optimization AAAI 2026 EvoFMVC: Trusted Federated Multi-View Clustering with Evolutionary Fusion AAAI 2026 FedMOP: Achieving Enhanced Privacy and Performance in Federated Learning via Momentum Orthogonal Projection CVPR 2026 FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning CVPR 2026 Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation AAAI 2026 GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations AAAI 2026 Machine Pareidolia: Protecting Facial Image with Emotional Editing AAAI 2026 No Innocence in Styling: Discovery of Privacy Protection Capabilities and Security Risks in Consumer Generative AI Writing Assistants ACL 2026 PII-Bench: Evaluating Query-Aware Privacy Protection Systems ACL 2026 Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering AAAI 2026 Privacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning ACL 2026 Protego: User-Centric Pose-Invariant Privacy Protection Against Face Recognition-Induced Digital Footprint Exposure CVPR 2026 ROVER: Robust Generative Continual Identity Unlearning Against Relearning Attacks AAAI 2026 Steering Representations, Safeguarding Privacy: A Cross-Modal Privacy Protection Method for Generative AI AAAI 2026 Subject-level Inference for Realistic Text Anonymization Evaluation ACL 2026 Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026 Thermally Activated Dual-Modal Adversarial Clothing against AI Surveillance Systems CVPR 2026 Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches EACL 2026 Towards Privacy-Protected Generalized Gaze Estimation Using Diffusion Models and Domain Stability Adaptation Framework AAAI 2026 Unsafe2Safe: Controllable Image Anonymization for Downstream Utility CVPR 2026 1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025 Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks CVPR 2025 A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025