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Privacy

2794 directly classified papers

Papers per year

Papers

AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO EMNLP 2025
Identifying Unlearned Data in LLMs via Membership Inference Attacks EMNLP 2025
SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025
FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge EMNLP 2025
VVRec: Reconstruction Attacks on DL-based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma Distribution AAAI 2025
Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies JMLR 2025
CBP-Tuning: Efficient Local Customization for Black-box Large Language Models EMNLP 2025
Membership and Memorization in LLM Knowledge Distillation EMNLP 2025
VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset ICCV 2025
StyleKeeper: Prevent Content Leakage using Negative Visual Query Guidance ICCV 2025
Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025
TrojanStego: Your Language Model Can Secretly Be A Steganographic Privacy Leaking Agent EMNLP 2025
Differentially Private Multivariate Medians JMLR 2025
Bit-Flip Induced Latency Attacks in Object Detection WACV 2025
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025
Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025
On the Vulnerability of Text Sanitization NAACL 2025
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging EMNLP 2025
Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models EMNLP 2025
Retracing the Past: LLMs Emit Training Data When They Get Lost EMNLP 2025
HIPP: Protecting Image Privacy via High-Quality Reversible Protected Version IJCAI 2025
Evading Data Provenance in Deep Neural Networks ICCV 2025
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models EMNLP 2025
FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning AAAI 2025
Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025