Artificial Intelligence › Core AI ›

Privacy

490 directly classified papers

Papers per year

Papers

Rethinking Removal Attack and Fingerprinting Defense for Model Intellectual Property Protection: A Frequency Perspective IJCAI 2025

Privacy-centric Deep Motion Retargeting for Anonymization of Skeleton-Based Motion Visualization ICCV 2025

Measuring memorization in language models via probabilistic extraction NAACL 2025

SlerpFace: Face Template Protection via Spherical Linear Interpolation AAAI 2025

Understanding PII Leakage in Large Language Models: A Systematic Survey IJCAI 2025

MYOPIA: Protecting Face Privacy from Malicious Personalized Text-to-Image Synthesis via Unlearnable Examples AAAI 2025

Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025

Privacy-and-Utility-Aware Publishing of Schedules AAAI 2025

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

From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection NAACL 2025

PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance ACL 2025

Powerformer: Efficient and High-Accuracy Privacy-Preserving Language Model with Homomorphic Encryption ACL 2025

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

Membership Inference Attacks with False Discovery Rate Control ICCV 2025

PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs AACL 2025

Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ACL 2025

MEraser: An Effective Fingerprint Erasure Approach for Large Language Models ACL 2025

SpecGuard: Spectral Projection-based Advanced Invisible Watermarking ICCV 2025

MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025

RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification ACL 2025

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

StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data ICCV 2025

Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025

R.R.: Unveiling LLM Training Privacy through Recollection and Ranking ACL 2025

A2XP: Towards Private Domain Generalization CVPR 2024