privacy preservation

Anti-adversarial Learning: Desensitizing Prompts for Large Language Model AAAI 2026 AssetOpsBench-Live: Privacy-Aware Online Evaluation of Multi-Agent Performance in Industrial Operations AAAI 2026 Beyond End-to-End: Dynamic Chain Optimization for Private LLM Adaptation on the Edge ACL 2026 CAPID: Context-Aware PII Detection for Question-Answering Systems EACL 2026 Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection AAAI 2026 Exploring the Janus Face of Synthetic Images: From Privacy-secure Biometrics to Universal and Robust Deepfake Detection AAAI 2026 FedAFD: Multimodal Federated Learning via Adversarial Fusion and Distillation CVPR 2026 Federated Cross-Modal Style-Aware Prompt Generation (Student Abstract) AAAI 2026 Federated Incomplete Multi-View Clustering with Tensorized Low-Rank Constraint AAAI 2026 Federated Model Synchronization for Diagnostic Redefinition through a Novel Selective Parameter Unlearning WACV 2026 FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models AAAI 2026 GFT-GCN: Privacy-Preserving 3D Face Mesh Recognition with Spectral Diffusion WACV 2026 Hierarchical Instance Tracking to Balance Privacy Preservation with Accessible Information WACV 2026 Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models AAAI 2026 Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society ACL 2026 LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping AAAI 2026 Multi-Token Completion for Text Anonymization EACL 2026 OpenLVLM-MIA: A Controlled Benchmark Revealing the Limits of Membership Inference Attacks on Large Vision-Language Models WACV 2026 PAGE: A Unified Approach for Federated Graph Unlearning AAAI 2026 Privacy-Preserving Argumentative Explanations (Student Abstract) AAAI 2026 Privacy-preserving Prosody Representation Learning ACL 2026 SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces AAAI 2026 STaR: Sensitive Trajectory Regulation for Unlearning in Large Reasoning Models AAAI 2026 Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation EACL 2026 TabGeoFlow: A Geometric Flow Matching Model for Tabular Data Synthesis AAAI 2026