Privacy

Speaker Anonymization for Children's Oral Reading Assessment AAAI 2026 Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting AAAI 2026 STAMP: Selective Task-Aware Mechanism for Text Privacy EACL 2026 STaR: Sensitive Trajectory Regulation for Unlearning in Large Reasoning Models AAAI 2026 Statistical Learning from Attribution Sets COLT 2026 Steering Representations, Safeguarding Privacy: A Cross-Modal Privacy Protection Method for Generative AI AAAI 2026 StegaVAR: Privacy-Preserving Video Action Recognition via Steganographic Domain Analysis AAAI 2026 Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation EACL 2026 Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning AAAI 2026 TabGeoFlow: A Geometric Flow Matching Model for Tabular Data Synthesis AAAI 2026 Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026 The Model’s Language Matters: A Comparative Privacy Analysis of LLMs EACL 2026 Topological Federated Clustering via Gravitational Potential Fields Under Local Differential Privacy AAAI 2026 Towards Benchmarking Privacy Vulnerabilities in Selective Forgetting with Large Language Models AAAI 2026 Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches EACL 2026 Towards Federated Clustering: A Client-wise Private Graph Aggregation Framework AAAI 2026 Towards Provably Secure and Highly Robust Generative Image Steganography Leveraging Latent Diffusion Model AAAI 2026 Towards Provably Unlearnable Examples via Bayes Error Optimization AAAI 2026 Towards Understanding Generalization in DP-GD: A Case Study in Training Two-Layer CNNs AAAI 2026 Truth, Justice, and Secrecy: Cake Cutting Under Privacy Constraints AAAI 2026 TUNE: A Task For Turkish Machine Unlearning For Data Privacy EACL 2026 Uncovering and Mitigating Destructive Multi-Embedding Attacks in Deepfake Proactive Forensics AAAI 2026 Uncovering Pretraining Code in LLMs: A Syntax-Aware Attribution Approach AAAI 2026 Unintended Memorization of Sensitive Information in Fine-Tuned Language Models EACL 2026 Unnoticed Yet Effective: A Hybrid Physical Camouflage Framework Against DNNs and Human Perception AAAI 2026