Privacy

Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy IJCAI 2025 Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach WACV 2025 RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification ACL 2025 Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy ICCV 2025 Rethinking Removal Attack and Fingerprinting Defense for Model Intellectual Property Protection: A Frequency Perspective IJCAI 2025 Retracing the Past: LLMs Emit Training Data When They Get Lost EMNLP 2025 ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025 Robust Utility-Preserving Text Anonymization Based on Large Language Models ACL 2025 R.R.: Unveiling LLM Training Privacy through Recollection and Ranking ACL 2025 SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025 SelectFormer in Data Markets: Privacy-Preserving and Efficient Data Selection for Transformers with Multi-Party Computation ICLR 2025 Semantic Watermarking Reinvented: Enhancing Robustness and Generation Quality with Fourier Integrity ICCV 2025 SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SemEval 2025 SEPS: A Separability Measure for Robust Unlearning in LLMs EMNLP 2025 SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation SemEval 2025 Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation CVPR 2025 SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs COLING 2025 SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models CVPR 2025 SlerpFace: Face Template Protection via Spherical Linear Interpolation AAAI 2025 Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models EMNLP 2025 Some Targets Are Harder to Identify than Others: Quantifying the Target-dependent Membership Leakage AISTATS 2025 SpecGuard: Spectral Projection-based Advanced Invisible Watermarking ICCV 2025 Speech Unlearning Interspeech 2025 Speech Watermarking with Discrete Intermediate Representations AAAI 2025 S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems ACL 2025