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Privacy

2794 directly classified papers

Papers per year

Papers

Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators AAAI 2025
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025
Federated Graph-Level Clustering Network AAAI 2025
Medical Manifestation-Aware De-Identification AAAI 2025
Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ACL 2025
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025
Data-Centric AI for Chest X-Ray Analysis in Resource-Constrained Settings IJCAI 2025
Robust Utility-Preserving Text Anonymization Based on Large Language Models ACL 2025
Rethinking Federated Graph Learning: A Data Condensation Perspective IJCAI 2025
SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025
Learning Robust Image Watermarking with Lossless Cover Recovery ICCV 2025
WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks ACL 2025
Tensor-aggregated LoRA in Federated Fine-tuning ICCV 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025
Improving Noise Efficiency in Privacy-preserving Dataset Distillation ICCV 2025
Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference AAAI 2025
Partially Blinded Unlearning: Class Unlearning for Deep Networks from Bayesian Perspective AAAI 2025
Paid with Models: Optimal Contract Design for Collaborative Machine Learning AAAI 2025
Breaking Data Silos in Parkinson’s Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis AAAI 2025
Federated Binary Matrix Factorization Using Proximal Optimization AAAI 2025
A New Federated Learning Framework Against Gradient Inversion Attacks AAAI 2025
Federated Unlearning with Gradient Descent and Conflict Mitigation AAAI 2025
Differentially Private Prototypes for Imbalanced Transfer Learning AAAI 2025
Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization AAAI 2025
Towards Operationalizing Right to Data Protection NAACL 2025