Privacy

IDFace: Face Template Protection for Efficient and Secure Identification ICCV 2025 ID-RemovalNet: Identity Removal Network for EEG Privacy Protection with Enhancing Decoding Tasks IJCAI 2025 Image-level Memorization Detection via Inversion-based Inference Perturbation ICLR 2025 Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization AAAI 2025 Improved Unbiased Watermark for Large Language Models ACL 2025 Improving Noise Efficiency in Privacy-preserving Dataset Distillation ICCV 2025 Improving Private Random Forest Prediction Using Matrix Representation AAAI 2025 IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization IJCNLP 2025 Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025 Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models NAACL 2025 Investigating How Pre-training Data Leakage Affects Models’ Reproduction and Detection Capabilities EMNLP 2025 Investigating User Perspectives on Differentially Private Text Privatization NAACL 2025 Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design ICCV 2025 IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025 ISACL: Internal State Analyzer for Copyrighted Training Data Leakage EMNLP 2025 Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models ICLR 2025 JailbreakDiffBench: A Comprehensive Benchmark for Jailbreaking Diffusion Models ICCV 2025 JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs SemEval 2025 Knowledge Graph Unlearning with Schema COLING 2025 Label-Free Backdoor Attacks in Vertical Federated Learning AAAI 2025 Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs SemEval 2025 Language Models are Advanced Anonymizers ICLR 2025 Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment EMNLP 2025 Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025 Learning Robust Image Watermarking with Lossless Cover Recovery ICCV 2025