Privacy

PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration ACL 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 Prompt-based Unifying Inference Attack on Graph Neural Networks AAAI 2025 Provably Secure Image Robust Steganography via Cross-modal Error Correction AAAI 2025 RAEncoder: A Label-Free Reversible Adversarial Examples Encoder for Dataset Intellectual Property Protection CVPR 2025 Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy IJCAI 2025 RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025 Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach WACV 2025 Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy ICCV 2025 RepeatLeakage: Leak Prompts from Repeating as Large Language Model Is a Good Repeater AAAI 2025 RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework IJCAI 2025 RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models EMNLP 2025 Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models COLING 2025 Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective AAAI 2025 Retracing the Past: LLMs Emit Training Data When They Get Lost EMNLP 2025 Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025 Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge ACL 2025 Robust Utility-Preserving Text Anonymization Based on Large Language Models ACL 2025 Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025 SADBA: Self-Adaptive Distributed Backdoor Attack Against Federated Learning AAAI 2025 SALSA: A Secure, Adaptive and Label-Agnostic Scalable Algorithm for Machine Unlearning UAI 2025 Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking ACL 2025 Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025 Scaling Trends for Data Poisoning in LLMs AAAI 2025