Artificial Intelligence › Core AI ›

Privacy

490 directly classified papers

Papers per year

Papers

ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025

Prompt-based Unifying Inference Attack on Graph Neural Networks AAAI 2025

Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents ACL 2025

Identifying Unlearned Data in LLMs via Membership Inference Attacks EMNLP 2025

ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models ICCV 2025

Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering EMNLP 2025

AI Sees Your Location—But With A Bias Toward The Wealthy World EMNLP 2025

A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality EMNLP 2025

SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025

1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025

Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025

CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025

Investigating User Perspectives on Differentially Private Text Privatization NAACL 2025

FedHAN: A Cache-Based Semi-Asynchronous Federated Learning Framework Defending Against Poisoning Attacks in Heterogeneous Clients IJCAI 2025

Membership Inference Attacks with False Discovery Rate Control ICCV 2025

SpecGuard: Spectral Projection-based Advanced Invisible Watermarking ICCV 2025

StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data ICCV 2025

Towards Robust Defense against Customization via Protective Perturbation Resistant to Diffusion-based Purification ICCV 2025

Anti-Tamper Protection for Unauthorized Individual Image Generation ICCV 2025

Staining and Locking Computer Vision Models Without Retraining ICCV 2025

Geminio: Language-Guided Gradient Inversion Attacks in Federated Learning ICCV 2025

From Teacher to Student: Tracking Memorization Through Model Distillation ACL 2025

Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of LLMs in a Multilingual Setting ACL 2025

Empirical Evaluation of Loss Masking to Selectively Prevent Memorization ACL 2025

TAROT: Task-Oriented Authorship Obfuscation Using Policy Optimization Methods NAACL 2025