Privacy

Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation EMNLP 2025 Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models CVPR 2025 Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In NAACL 2025 Break the Breakout: Reinventing LM Defense Against Jailbreak Attacks with Self-Refine NAACL 2025 CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference ACL 2025 Children's Voice Privacy: First Steps and Emerging Challenges Interspeech 2025 ClaritySpeech: Dementia Obfuscation in Speech Interspeech 2025 Classifier-Free Guidance Inside the Attraction Basin May Cause Memorization CVPR 2025 CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025 CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing EMNLP 2025 Combating Phone Scams with LLM-based Detection: Where Do We Stand? (Student Abstract) AAAI 2025 Compass: Encrypted Semantic Search with High Accuracy OSDI 2025 ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration ICLR 2025 Controlled Generation for Private Synthetic Text EMNLP 2025 CopyrightShield: Enhancing Diffusion Model Security Against Copyright Infringement Attacks ICCV 2025 Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems IJCNLP 2025 Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks AAAI 2025 Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data IJCNLP 2025 CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor EMNLP 2025 CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025 Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning UAI 2025 Data Reconstruction Attacks and Defenses: A Systematic Evaluation AISTATS 2025 Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal CVPR 2025 Defending Unauthorized Voice Cloning with Watermark-Aware Codecs Interspeech 2025 Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy AAAI 2025