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Privacy Preserving

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Showing 301–350 of 2975 papers

TitleStatusHype
FedProf: Selective Federated Learning with Representation ProfilingCode0
FedRKG: A Privacy-preserving Federated Recommendation Framework via Knowledge Graph EnhancementCode0
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge CollaborationCode0
Position: On-Premises LLM Deployment Demands a Middle Path: Preserving Privacy Without Sacrificing Model ConfidentialityCode0
Arbitrary Decisions are a Hidden Cost of Differentially Private TrainingCode0
A generic framework for privacy preserving deep learningCode0
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical ApplicationsCode0
FedKD-hybrid: Federated Hybrid Knowledge Distillation for Lithography Hotspot DetectionCode0
A Privacy-Preserving Unsupervised Speaker Disentanglement Method for Depression Detection from SpeechCode0
FedPH: Privacy-enhanced Heterogeneous Federated LearningCode0
FedIMPUTE: Privacy-Preserving Missing Value Imputation for Multi-Site Heterogeneous Electronic Health RecordsCode0
FEDLAD: Federated Evaluation of Deep Leakage Attacks and DefensesCode0
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing TasksCode0
Federated User Preference Modeling for Privacy-Preserving Cross-Domain RecommendationCode0
Federated Survival ForestsCode0
Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-GradientsCode0
FedLAP-DP: Federated Learning by Sharing Differentially Private Loss ApproximationsCode0
Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID GraphsCode0
A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated LearningCode0
Federated Split GANsCode0
FLStore: Efficient Federated Learning Storage for non-training workloadsCode0
Federated Semantic Learning for Privacy-preserving Cross-domain RecommendationCode0
Federated Stain Normalization for Computational PathologyCode0
FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio SensingCode0
Federated Learning with Reduced Information Leakage and ComputationCode0
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer InterfacesCode0
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and ProtectionCode0
Federated Learning for Time-Series Healthcare Sensing with Incomplete ModalitiesCode0
Federated Learning for Privacy-Preserving Feedforward Control in Multi-Agent SystemsCode0
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data SourcesCode0
Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical ApproachesCode0
Federated Frank-Wolfe AlgorithmCode0
Federated Gaussian Process: Convergence, Automatic Personalization and Multi-fidelity ModelingCode0
Federated Domain Generalization via Prompt Learning and AggregationCode0
A Federated Learning Benchmark for Drug-Target InteractionCode0
Federated Causal Inference from Observational DataCode0
A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated LearningCode0
Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex HullsCode0
FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated LearningCode0
Action Recognition for Privacy-Preserving Ambient Assisted LivingCode0
FedCTR: Federated Native Ad CTR Prediction with Multi-Platform User Behavior DataCode0
Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation SystemCode0
FedCAP: Robust Federated Learning via Customized Aggregation and PersonalizationCode0
FedAH: Aggregated Head for Personalized Federated LearningCode0
FedCAR: Cross-client Adaptive Re-weighting for Generative Models in Federated LearningCode0
A FAIR platform for reproducing mutational signature detection on tumor sequencing dataCode0
FastLloyd: Federated, Accurate, Secure, and Tunable k-Means Clustering with Differential PrivacyCode0
Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol DatasetCode0
Federated Causal Discovery From InterventionsCode0
Federated Discrete Denoising Diffusion Model for Molecular Generation with OpenFLCode0
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