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Privacy

2794 directly classified papers

Papers per year

Papers

MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025
Tracing Training Footprints: A Calibration Approach for Membership Inference Attacks Against Multimodal Large Language Models EMNLP 2025
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets EMNLP 2025
Training on the Benchmark Is Not All You Need AAAI 2025
DPED: Multi-Layer Noise Distillation for Privacy-Preserving Text Embeddings EMNLP 2025
DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation AAAI 2025
Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025
Targeted Forgetting of Image Subgroups in CLIP Models CVPR 2025
CryptoFace: End-to-End Encrypted Face Recognition CVPR 2025
Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization EMNLP 2025
Side Effects of Erasing Concepts from Diffusion Models EMNLP 2025
VideoEraser: Concept Erasure in Text-to-Video Diffusion Models EMNLP 2025
Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection CVPR 2025
Differentially Private Learning Needs Better Model Initialization and Self-Distillation NAACL 2025
DuMo: Dual Encoder Modulation Network for Precise Concept Erasure AAAI 2025
Enhancing Healthcare Recommendations: A Privacy-Protective and Interpretable Cross-Domain Framework AAAI 2025
Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning AAAI 2025
RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service ACL 2025
Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging EMNLP 2025
CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor EMNLP 2025
EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint EMNLP 2025
MI-CAPTCHA: Enhance the Security of CAPTCHA Using Mooney Images AAAI 2025
Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment EMNLP 2025
A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality EMNLP 2025
Privacy-Preserving Low-Rank Adaptation Against Membership Inference Attacks for Latent Diffusion Models AAAI 2025