Privacy

Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home? EMNLP 2025 SAHAY: Multimodal, Privacy-Preserving AI for Suicide Risk Detection and Intervention in India IJCAI 2025 Sampling-based Pseudo-Likelihood for Membership Inference Attacks ACL 2025 Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking ACL 2025 SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025 Scalable and Trustworthy Learning in Heterogeneous Networks AAAI 2025 Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025 Scalable Extraction of Training Data from Aligned, Production Language Models ICLR 2025 ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression AAAI 2025 Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models ICLR 2025 SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025 SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models CVPR 2025 SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025 SEAL: Semantic Aware Image Watermarking ICCV 2025 Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios IJCAI 2025 SecureGS: Boosting the Security and Fidelity of 3D Gaussian Splatting Steganography ICLR 2025 Secure On-Device Video OOD Detection Without Backpropagation ICCV 2025 Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models AAAI 2025 Selective Unlearning via Representation Erasure Using Domain Adversarial Training ICLR 2025 Semantic versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification ICCV 2025 SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SemEval 2025 Sentimatic: Sentiment-guided Automatic Generation of Preference Datasets for Customer Support Dialogue System NAACL 2025 SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation SemEval 2025 Sibai: A Few-Shot Meta-Classifier for Poisoning Detection in Federated Learning ICCV 2025 Side Effects of Erasing Concepts from Diffusion Models EMNLP 2025