Predictive Maintenance for Optical Networks in Robust Collaborative Learning Sep 29, 2021 Federated Learning
— Unverified 0 Preliminary Steps Towards Federated Sentiment Classification Jul 26, 2021 Classification Dimensionality Reduction
— Unverified 0 Preserving Patient Privacy while Training a Predictive Model of In-hospital Mortality Dec 1, 2019 Federated Learning
— Unverified 0 Preserving Privacy and Security in Federated Learning Feb 7, 2022 Federated Learning
— Unverified 0 Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Sep 10, 2022 Federated Learning image-classification
— Unverified 0 Preserving Specificity in Federated Graph Learning for fMRI-based Neurological Disorder Identification Aug 20, 2023 Federated Learning Functional Connectivity
— Unverified 0 Pre-trained Model Guided Mixture Knowledge Distillation for Adversarial Federated Learning Jan 25, 2025 Adversarial Robustness Federated Learning
— Unverified 0 Pre-Training and Personalized Fine-Tuning via Over-the-Air Federated Meta-Learning: Convergence-Generalization Trade-Offs Jun 17, 2024 Federated Learning Meta-Learning
— Unverified 0 Price-Discrimination Game for Distributed Resource Management in Federated Learning Aug 26, 2023 Federated Learning Management
— Unverified 0 Price of Stability in Quality-Aware Federated Learning Oct 13, 2023 Denoising Federated Learning
— Unverified 0 PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction Oct 5, 2023 Document AI Federated Learning
— Unverified 0 Principles and Components of Federated Learning Architectures Feb 7, 2025 Federated Learning
— Unverified 0 Prior-Independent Auctions for the Demand Side of Federated Learning Mar 26, 2021 Federated Learning
— Unverified 0 Prioritized Multi-Criteria Federated Learning Jul 17, 2020 Federated Learning image-classification
— Unverified 0 Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning Aug 13, 2024 Computational Efficiency Deep Reinforcement Learning
— Unverified 0 PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning Oct 13, 2023 Federated Learning
— Unverified 0 PriPrune: Quantifying and Preserving Privacy in Pruned Federated Learning Oct 30, 2023 Federated Learning
— Unverified 0 Privacy Against Agnostic Inference Attacks in Vertical Federated Learning Feb 10, 2023 Federated Learning Inference Attack
— Unverified 0 Privacy Against Inference Attacks in Vertical Federated Learning Jul 24, 2022 Federated Learning Inference Attack
— Unverified 0 Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation Apr 4, 2023 Federated Learning
— Unverified 0 Privacy Amplification via Random Participation in Federated Learning May 3, 2022 Federated Learning
— Unverified 0 Privacy Amplification via Random Check-Ins Jul 13, 2020 Federated Learning
— Unverified 0 Privacy and Fairness in Federated Learning: on the Perspective of Trade-off Jun 25, 2023 Fairness Federated Learning
— Unverified 0 Privacy and Robustness in Federated Learning: Attacks and Defenses Dec 7, 2020 Federated Learning Privacy Preserving
— Unverified 0 Privacy Assessment of Federated Learning using Private Personalized Layers Jun 15, 2021 Attribute Federated Learning
— Unverified 0 Privacy Attack in Federated Learning is Not Easy: An Experimental Study Sep 28, 2024 Federated Learning
— Unverified 0 Privacy attacks for automatic speech recognition acoustic models in a federated learning framework Nov 6, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0 Privacy-aware Berrut Approximated Coded Computing for Federated Learning May 2, 2024 Distributed Computing Federated Learning
— Unverified 0 Privacy-aware Berrut Approximated Coded Computing applied to general distributed learning May 10, 2025 Federated Learning
— Unverified 0 MeanCache: User-Centric Semantic Caching for LLM Web Services Mar 5, 2024 Federated Learning Language Modeling
— Unverified 0 Privacy-Aware Spectrum Pricing and Power Control Optimization for LEO Satellite Internet-of-Things Apr 1, 2024 Deep Reinforcement Learning Federated Learning
— Unverified 0 Privacy Drift: Evolving Privacy Concerns in Incremental Learning Dec 6, 2024 Federated Learning Incremental Learning
— Unverified 0 Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning Oct 4, 2021 Federated Learning Sentiment Analysis
— Unverified 0 Privacy-Enhanced Over-the-Air Federated Learning via Client-Driven Power Balancing Oct 8, 2024 Federated Learning
— Unverified 0 Privacy-Enhancing Collaborative Information Sharing through Federated Learning -- A Case of the Insurance Industry Feb 22, 2024 Federated Learning Fraud Detection
— Unverified 0 Privacy Inference-Empowered Stealthy Backdoor Attack on Federated Learning under Non-IID Scenarios Jun 13, 2023 Backdoor Attack Federated Learning
— Unverified 0 Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions Dec 21, 2024 Federated Learning Privacy Preserving
— Unverified 0 Privacy in Multimodal Federated Human Activity Recognition May 20, 2023 Activity Recognition Federated Learning
— Unverified 0 Privacy is All You Need: Revolutionizing Wearable Health Data with Advanced PETs Mar 5, 2025 All Federated Learning
— Unverified 0 Privacy is What We Care About: Experimental Investigation of Federated Learning on Edge Devices Nov 11, 2019 Federated Learning
— Unverified 0 Privacy of federated QR decomposition using additive secure multiparty computation Oct 12, 2022 Federated Learning
— Unverified 0 Privacy Preservation in Artificial Intelligence and Extended Reality (AI-XR) Metaverses: A Survey Sep 19, 2023 Federated Learning Mixed Reality
— Unverified 0 Privacy Preservation in Federated Learning: An insightful survey from the GDPR Perspective Nov 10, 2020 Federated Learning Privacy Preserving
— Unverified 0 Blockchain based Privacy-Preserved Federated Learning for Medical Images: A Case Study of COVID-19 CT Scans Apr 22, 2021 Federated Learning
— Unverified 0 Privacy-Preserved Taxi Demand Prediction System Utilizing Distributed Data Aug 9, 2024 Contrastive Learning Federated Learning
— Unverified 0 Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness Apr 27, 2024 Federated Learning Privacy Preserving
— Unverified 0 Privacy-Preserving Analytics for Smart Meter (AMI) Data: A Hybrid Approach to Comply with CPUC Privacy Regulations May 13, 2025 Econometrics Federated Learning
— Unverified 0 Privacy Preserving and Robust Aggregation for Cross-Silo Federated Learning in Non-IID Settings Mar 6, 2025 Federated Learning Privacy Preserving
— Unverified 0 Privacy-preserving and Uncertainty-aware Federated Trajectory Prediction for Connected Autonomous Vehicles Mar 8, 2023 Active Learning Autonomous Vehicles
— Unverified 0 Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning Aug 14, 2020 Federated Learning Privacy Preserving
— Unverified 0 