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Privacy Preserving

Papers

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TitleStatusHype
A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile AnalyticsCode0
ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual ClassificationCode0
A Hybrid Approach to Privacy-Preserving Federated LearningCode0
Federated Learning for Time-Series Healthcare Sensing with Incomplete ModalitiesCode0
Federated Causal Inference from Observational DataCode0
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data SourcesCode0
1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential PrivacyCode0
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and ProtectionCode0
Federated Learning with Reduced Information Leakage and ComputationCode0
Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-GradientsCode0
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