D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data Jul 15, 2025 Federated Learning Time Series
— Unverified 0 DABS: Data-Agnostic Backdoor attack at the Server in Federated Learning May 2, 2023 Backdoor Attack Federated Learning
— Unverified 0 DACFL: Dynamic Average Consensus Based Federated Learning in Decentralized Topology Nov 10, 2021 Federated Learning
— Unverified 0 DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning Oct 31, 2021 Federated Learning Privacy Preserving
— Unverified 0 DAG-ACFL: Asynchronous Clustered Federated Learning based on DAG-DLT Aug 25, 2023 Change Point Detection Federated Learning
— Unverified 0 Data-Aware Gradient Compression for FL in Communication-Constrained Mobile Computing Nov 13, 2023 Federated Learning
— Unverified 0 DA-PFL: Dynamic Affinity Aggregation for Personalized Federated Learning Mar 14, 2024 Federated Learning Personalized Federated Learning
— Unverified 0 DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning under Two-sided Incomplete Information May 9, 2025 Federated Learning
— Unverified 0 DASHA: Distributed Nonconvex Optimization with Communication Compression, Optimal Oracle Complexity, and No Client Synchronization Feb 2, 2022 Distributed Optimization Federated Learning
— Unverified 0 Data-Agnostic Model Poisoning against Federated Learning: A Graph Autoencoder Approach Nov 30, 2023 Federated Learning Model Poisoning
— Unverified 0 Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey Dec 14, 2023 Data Poisoning Federated Learning
— Unverified 0 Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies Jan 29, 2024 Diagnostic Federated Learning
— Unverified 0 Data Assetization via Resources-decoupled Federated Learning Jan 24, 2025 Federated Learning
— Unverified 0 Data Collaboration Analysis applied to Compound Datasets and the Introduction of Projection data to Non-IID settings Aug 1, 2023 Federated Learning
— Unverified 0 Data, Competition, and Digital Platforms Apr 15, 2023 Federated Learning
— Unverified 0 Data Distribution Shifts in (Industrial) Federated Learning as a Privacy Issue Sep 20, 2024 Federated Learning
— Unverified 0 Data-Driven Breakthroughs and Future Directions in AI Infrastructure: A Comprehensive Review May 22, 2025 Federated Learning GPU
— Unverified 0 Data-driven geophysics: from dictionary learning to deep learning Jul 13, 2020 Deep Learning Dictionary Learning
— Unverified 0 Data-Efficient Energy-Aware Participant Selection for UAV-Enabled Federated Learning Aug 14, 2023 Federated Learning SSIM
— Unverified 0 Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation Mar 8, 2025 Federated Learning image-classification
— Unverified 0 Data-Free Distillation Improves Efficiency and Privacy in Federated Thorax Disease Analysis Oct 22, 2023 Federated Learning Privacy Preserving
— Unverified 0 Data-Free Evaluation of User Contributions in Federated Learning Aug 24, 2021 Federated Learning Product Recommendation
— Unverified 0 Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory May 22, 2024 class-incremental learning Class Incremental Learning
— Unverified 0 Data-Heterogeneous Hierarchical Federated Learning with Mobility Jun 19, 2023 Federated Learning Privacy Preserving
— Unverified 0 Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection Oct 22, 2024 Attribute Fairness
— Unverified 0 Data Overvaluation Attack and Truthful Data Valuation in Federated Learning Feb 1, 2025 Data Valuation Federated Learning
— Unverified 0 Data Poisoning Attacks on Federated Machine Learning Apr 19, 2020 BIG-bench Machine Learning Data Poisoning
— Unverified 0 Data privacy protection in microscopic image analysis for material data mining Nov 9, 2021 Federated Learning Image Segmentation
— Unverified 0 Data Quality Control in Federated Instruction-tuning of Large Language Models Oct 15, 2024 Federated Learning Privacy Preserving
— Unverified 0 Data Reconstruction Attacks and Defenses: A Systematic Evaluation Feb 13, 2024 Federated Learning Reconstruction Attack
— Unverified 0 Data Selection for Efficient Model Update in Federated Learning Nov 5, 2021 Federated Learning Transfer Learning
— Unverified 0 Overcoming Noisy and Irrelevant Data in Federated Learning Jan 22, 2020 Federated Learning
— Unverified 0 Dataset Distillation-based Hybrid Federated Learning on Non-IID Data Sep 26, 2024 Dataset Distillation Federated Learning
— Unverified 0 Data Similarity-Based One-Shot Clustering for Multi-Task Hierarchical Federated Learning Oct 3, 2024 Clustering Federated Learning
— Unverified 0 Data Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method Dec 15, 2021 Data Valuation Federated Learning
— Unverified 0 Data value estimation on private gradients Dec 22, 2024 Data Valuation Federated Learning
— Unverified 0 DBFed: Debiasing Federated Learning Framework based on Domain-Independent Jul 10, 2023 Fairness Federated Learning
— Unverified 0 DCFL: Non-IID awareness Data Condensation aided Federated Learning Dec 21, 2023 Dataset Condensation Federated Learning
— Unverified 0 D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning Apr 15, 2021 Federated Learning
— Unverified 0 DEAL: Decremental Energy-Aware Learning in a Federated System Feb 5, 2021 energy management Federated Learning
— Unverified 0 Dealing Doubt: Unveiling Threat Models in Gradient Inversion Attacks under Federated Learning, A Survey and Taxonomy May 16, 2024 Federated Learning Privacy Preserving
— Unverified 0 DearFSAC: An Approach to Optimizing Unreliable Federated Learning via Deep Reinforcement Learning Jan 30, 2022 Deep Reinforcement Learning Federated Learning
— Unverified 0 Debiasing Federated Learning with Correlated Client Participation Oct 2, 2024 Federated Learning
— Unverified 0 Decaf: Data Distribution Decompose Attack against Federated Learning May 24, 2024 Federated Learning
— Unverified 0 DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models May 27, 2025 Federated Learning
— Unverified 0 Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review May 7, 2022 Articles Federated Learning
— Unverified 0 Decentralised and collaborative machine learning framework for IoT Dec 19, 2023 Federated Learning Incremental Learning
— Unverified 0 Decentralised Resource Sharing in TinyML: Wireless Bilayer Gossip Parallel SGD for Collaborative Learning Jan 8, 2025 Federated Learning Privacy Preserving
— Unverified 0 Distributed Machine Learning with Sparse Heterogeneous Data Dec 3, 2019 BIG-bench Machine Learning Denoising
— Unverified 0 Decentralised Traffic Incident Detection via Network Lasso Feb 28, 2024 Federated Learning
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