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Privacy Preserving

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Showing 651–700 of 2975 papers

TitleStatusHype
Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare—0
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving MLCode1
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language ModelsCode2
A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem—0
SafeEar: Content Privacy-Preserving Audio Deepfake DetectionCode2
Enhancing Privacy in ControlNet and Stable Diffusion via Split Learning—0
Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification: Performance and Uncertainty Estimation on Unseen DatasetsCode0
Privacy-preserving federated prediction of pain intensity change based on multi-center survey data—0
PDC-FRS: Privacy-preserving Data Contribution for Federated Recommender System—0
Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption—0
Riemannian Federated Learning via Averaging Gradient Stream—0
Is merging worth it? Securely evaluating the information gain for causal dataset acquisition—0
Privacy-Preserving Federated Learning with Consistency via Knowledge Distillation Using Conditional Generator—0
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank AdaptationsCode2
Privacy-Preserving Data Linkage Across Private and Public Datasets for Collaborative Agriculture Research—0
TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency—0
Privacy-Preserving Race/Ethnicity Estimation for Algorithmic Bias Measurement in the U.S—0
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models—0
FedPCL-CDR: A Federated Prototype-based Contrastive Learning Framework for Privacy-Preserving Cross-domain RecommendationCode0
Wind turbine condition monitoring based on intra- and inter-farm federated learningCode0
Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation—0
S^2NeRF: Privacy-preserving Training Framework for NeRFCode0
FedMinds: Privacy-Preserving Personalized Brain Visual Decoding—0
QueryCheetah: Fast Automated Discovery of Attribute Inference Attacks Against Query-Based SystemsCode0
Towards Split Learning-based Privacy-Preserving Record Linkage—0
Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare ApplicationsCode2
Fed-MUnet: Multi-modal Federated Unet for Brain Tumor SegmentationCode1
Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine LearningCode0
Federated Aggregation of Mallows Rankings: A Comparative Analysis of Borda and Lehmer Coding—0
Demo: FedCampus: A Real-world Privacy-preserving Mobile Application for Smart Campus via Federated Learning & AnalyticsCode0
Exploring Selective Layer Fine-Tuning in Federated LearningCode0
PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data—0
DCT-CryptoNets: Scaling Private Inference in the Frequency DomainCode1
MMASD+: A Novel Dataset for Privacy-Preserving Behavior Analysis of Children with Autism Spectrum DisorderCode1
Federated User Preference Modeling for Privacy-Preserving Cross-Domain RecommendationCode0
PHEVA: A Privacy-preserving Human-centric Video Anomaly Detection DatasetCode1
Neighborhood and Global Perturbations Supported SAM in Federated Learning: From Local Tweaks To Global Awareness—0
FedIMPUTE: Privacy-Preserving Missing Value Imputation for Multi-Site Heterogeneous Electronic Health RecordsCode0
Tackling Data Heterogeneity in Federated Learning via Loss DecompositionCode1
Federated Learning Approach to Mitigate Water Wastage—0
On the design of stabilizing FIR controllers—0
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology—0
Privacy-preserving Universal Adversarial Defense for Black-box Models—0
Federated Frank-Wolfe AlgorithmCode0
Feasibility of assessing cognitive impairment via distributed camera network and privacy-preserving edge computing—0
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect—0
DRL-Based Resource Allocation for Motion Blur Resistant Federated Self-Supervised Learning in IoVCode0
Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques—0
Personalized Federated Collaborative Filtering: A Variational AutoEncoder ApproachCode0
Privacy-Preserving Vision Transformer Using Images Encrypted with Restricted Random Permutation Matrices—0
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