Privacy

A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization EMNLP 2025 Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks AAAI 2025 AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO EMNLP 2025 AI Sees Your Location—But With A Bias Toward The Wealthy World EMNLP 2025 ``Alexa, can you forget me?'' Machine Unlearning Benchmark in Spoken Language Understanding Interspeech 2025 A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality EMNLP 2025 Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models AAAI 2025 Anti-Tamper Protection for Unauthorized Individual Image Generation ICCV 2025 Attacks by Content: Automated Fact-checking is an AI Security Issue EMNLP 2025 Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images! ICCV 2025 Balancing Forget Quality and Model Utility: A Reverse KL-Divergence Knowledge Distillation Approach for Better Unlearning in LLMs NAACL 2025 Balancing Privacy and Utility in Personal LLM Writing Tasks: An Automated Pipeline for Evaluating Anonymizations NAACL 2025 Beyond Reconstruction: Generating Privacy-Preserving Clinical Letters NAACL 2025 BIV-Priv-Seg: Locating Private Content in Images Taken by People with Visual Impairments WACV 2025 Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models CVPR 2025 Black Hole-Driven Identity Absorbing in Diffusion Models CVPR 2025 Boundary Probing for Input Privacy Protection When Using LMM Services ICCV 2025 CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025 Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation? ACL 2025 CBP-Tuning: Efficient Local Customization for Black-box Large Language Models EMNLP 2025 CDI: Copyrighted Data Identification in Diffusion Models CVPR 2025 Certified Mitigation of Worst-Case LLM Copyright Infringement EMNLP 2025 Children's Voice Privacy: First Steps and Emerging Challenges Interspeech 2025 CipherPrune: Efficient and Scalable Private Transformer Inference ICLR 2025 Classifier-Free Guidance Inside the Attraction Basin May Cause Memorization CVPR 2025