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— Unverified 0 Blockchain-based Secure Client Selection in Federated Learning May 11, 2022 Federated Learning
— Unverified 0 DP^2-NILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring Jun 30, 2022 Federated Learning Non-Intrusive Load Monitoring
— Unverified 0 DP2FL: Dual Prompt Personalized Federated Learning in Foundation Models Apr 23, 2025 Federated Learning Personalized Federated Learning
— Unverified 0 Blockchain-based Optimized Client Selection and Privacy Preserved Framework for Federated Learning Jul 25, 2023 Federated Learning
— Unverified 0 Anarchic Federated Learning Aug 23, 2021 Federated Learning
— Unverified 0 DP^2-FedSAM: Enhancing Differentially Private Federated Learning Through Personalized Sharpness-Aware Minimization Sep 20, 2024 Federated Learning Personalized Federated Learning
— Unverified 0 Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem Mar 6, 2024 Federated Learning
— Unverified 0 Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning Sep 30, 2022 Federated Learning
— Unverified 0 Do We Really Need to Design New Byzantine-robust Aggregation Rules? Jan 29, 2025 Federated Learning
— Unverified 0 Coordinating Momenta for Cross-silo Federated Learning Feb 8, 2021 Federated Learning
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— Unverified 0 An Analysis of Untargeted Poisoning Attack and Defense Methods for Federated Online Learning to Rank Systems Jul 4, 2023 Federated Learning Learning-To-Rank
— Unverified 0 Double Momentum and Error Feedback for Clipping with Fast Rates and Differential Privacy Feb 17, 2025 Federated Learning
— Unverified 0 Blockchain-based Federated Learning with Secure Aggregation in Trusted Execution Environment for Internet-of-Things Apr 25, 2023 Federated Learning
— Unverified 0 Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory Jul 2, 2023 class-incremental learning Class Incremental Learning
— Unverified 0 Don't Forget What I did?: Assessing Client Contributions in Federated Learning Mar 11, 2024 Data Poisoning Fairness
— Unverified 0 Blockchain-Based Federated Learning in Mobile Edge Networks with Application in Internet of Vehicles Mar 1, 2021 Edge-computing Federated Learning
— Unverified 0 Analyzing the vulnerabilities in SplitFed Learning: Assessing the robustness against Data Poisoning Attacks Jul 4, 2023 Data Poisoning Federated Learning
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— Unverified 0 Blockchain-based Federated Learning for Decentralized Energy Management Systems Jun 23, 2023 energy management energy trading
— Unverified 0 Domain Discrepancy Aware Distillation for Model Aggregation in Federated Learning Oct 4, 2022 Federated Learning Knowledge Distillation
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— Unverified 0 Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario Oct 20, 2022 Data Poisoning Federated Learning
— Unverified 0 A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks Nov 13, 2023 class-incremental learning Class Incremental Learning
— Unverified 0 Achieving Linear Speedup in Asynchronous Federated Learning with Heterogeneous Clients Feb 17, 2024 Federated Learning
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— Unverified 0 Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD Sep 26, 2024 Federated Learning
— Unverified 0 A Systematic Survey of Blockchained Federated Learning Oct 5, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0 Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior Jul 19, 2023 Fairness Federated Learning
— Unverified 0 Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing Mar 19, 2024 Federated Learning Model Poisoning
— Unverified 0 DMPA: Model Poisoning Attacks on Decentralized Federated Learning for Model Differences Feb 7, 2025 Federated Learning model
— Unverified 0 DMM: Distributed Matrix Mechanism for Differentially-Private Federated Learning Based on Constant-Overhead Linear Secret Resharing Oct 21, 2024 Federated Learning
— Unverified 0 Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation Jan 18, 2021 Federated Learning
— Unverified 0 Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems May 11, 2023 Federated Learning Neural Architecture Search
— Unverified 0 Diversity-Driven Learning: Tackling Spurious Correlations and Data Heterogeneity in Federated Models Apr 15, 2025 Attribute Diversity
— Unverified 0 Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients Dec 2, 2020 Federated Learning
— Unverified 0 AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning Dec 2, 2021 Deep Learning Federated Learning
— Unverified 0 Diverse Client Selection for Federated Learning via Submodular Maximization Sep 29, 2021 Fairness Federated Learning
— Unverified 0 Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing Oct 16, 2021 Federated Learning Privacy Preserving
— Unverified 0 Diurnal or Nocturnal? Federated Learning of Multi-branch Networks from Periodically Shifting Distributions Sep 29, 2021 Federated Learning image-classification
— Unverified 0 Distribution-Level AirComp for Wireless Federated Learning under Data Scarcity and Heterogeneity Jun 6, 2025 Bayesian Inference Federated Learning
— Unverified 0 Label Inference Attacks against Node-level Vertical Federated GNNs Aug 4, 2023 Federated Learning Node Classification
— Unverified 0 Analytic Personalized Federated Meta-Learning Feb 10, 2025 Federated Learning Meta-Learning
— Unverified 0 