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— Unverified 0 Efficient and Privacy Preserving Group Signature for Federated Learning Jul 12, 2022 Federated Learning Privacy Preserving
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— Unverified 0 Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout Oct 28, 2022 Federated Learning
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— Unverified 0 An Energy and Carbon Footprint Analysis of Distributed and Federated Learning Jun 21, 2022 Federated Learning
— Unverified 0 A Client-level Assessment of Collaborative Backdoor Poisoning in Non-IID Federated Learning Apr 17, 2025 Federated Learning Model Poisoning
— Unverified 0 Abnormal Local Clustering in Federated Learning Aug 26, 2022 Clustering Federated Learning
— Unverified 0 Efficient Adaptive Federated Optimization of Federated Learning for IoT Jun 23, 2022 Federated Learning Privacy Preserving
— Unverified 0 Efficient Adaptive Federated Optimization Oct 10, 2024 Federated Learning
— Unverified 0 Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning Sep 30, 2023 Federated Learning Model Compression
— Unverified 0 EFFGAN: Ensembles of fine-tuned federated GANs Jun 23, 2022 Federated Learning
— Unverified 0 Effect of Homomorphic Encryption on the Performance of Training Federated Learning Generative Adversarial Networks Jul 1, 2022 Federated Learning Generative Adversarial Network
— Unverified 0 An End-to-End Encrypted Neural Network for Gradient Updates Transmission in Federated Learning Aug 22, 2019 Data Compression Federated Learning
— Unverified 0 Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach Aug 26, 2023 Federated Learning Privacy Preserving
— Unverified 0 Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation Apr 14, 2024 Earth Observation Federated Learning
— Unverified 0 Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data Sep 14, 2020 Edge-computing Federated Learning
— Unverified 0 Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning Apr 29, 2024 Bayesian Optimization Binary Classification
— Unverified 0 An Empirical Study of Vulnerability Detection using Federated Learning Nov 25, 2024 Federated Learning Vulnerability Detection
— Unverified 0 A decentralized aggregation mechanism for training deep learning models using smart contract system for bank loan prediction Nov 22, 2020 Federated Learning
— Unverified 0 Effective and secure federated online learning to rank Dec 26, 2024 Federated Learning Learning-To-Rank
— Unverified 0 Effective and Efficient Federated Tree Learning on Hybrid Data Oct 18, 2023 Federated Learning
— Unverified 0 BRFL: A Blockchain-based Byzantine-Robust Federated Learning Model Oct 20, 2023 Federated Learning
— Unverified 0 Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective Mar 15, 2025 Federated Learning Imputation
— Unverified 0 eFedLLM: Efficient LLM Inference Based on Federated Learning Nov 24, 2024 Federated Learning
— Unverified 0 Breaking the Memory Wall for Heterogeneous Federated Learning via Model Splitting Oct 12, 2024 Federated Learning
— Unverified 0 An Empirical Study of the Impact of Federated Learning on Machine Learning Model Accuracy Mar 26, 2025 Federated Learning
— Unverified 0 eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference May 11, 2022 Federated Learning Privacy Preserving
— Unverified 0 Edge Selection and Clustering for Federated Learning in Optical Inter-LEO Satellite Constellation Mar 25, 2023 Clustering Earth Observation
— Unverified 0 Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges Nov 14, 2021 Federated Learning Survey
— Unverified 0 EdgeML: Towards Network-Accelerated Federated Learning over Wireless Edge Oct 14, 2021 Edge-computing Federated Learning
— Unverified 0 Breaking the Memory Wall for Heterogeneous Federated Learning via Progressive Training Apr 20, 2024 Federated Learning
— Unverified 0 Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor Dec 24, 2024 Continual Learning Federated Learning
— Unverified 0 A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points Jun 29, 2021 Federated Learning global-optimization
— Unverified 0 Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning Jun 17, 2023 Federated Learning
— Unverified 0 EdgeFL: A Lightweight Decentralized Federated Learning Framework Sep 6, 2023 Federated Learning
— Unverified 0 Breaking the centralized barrier for cross-device federated learning Dec 1, 2021 Federated Learning
— Unverified 0 EdgeConvEns: Convolutional Ensemble Learning for Edge Intelligence Jul 25, 2023 Ensemble Learning Federated Learning
— Unverified 0 Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning Jun 22, 2024 Federated Learning Inference Attack
— Unverified 0 An Empirical Study of Federated Prompt Learning for Vision Language Model May 29, 2025 Federated Learning Language Modeling
— Unverified 0 Edge-cloud Collaborative Learning with Federated and Centralized Features Apr 12, 2023 Edge-computing Federated Learning
— Unverified 0 Edge-assisted U-Shaped Split Federated Learning with Privacy-preserving for Internet of Things Nov 8, 2023 Federated Learning Privacy Preserving
— Unverified 0 Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning Jun 7, 2025 Continual Learning Federated Learning
— Unverified 0 Edge-assisted Democratized Learning Towards Federated Analytics Dec 1, 2020 Distributed Computing Edge-computing
— Unverified 0 An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and Heterogeneity May 31, 2023 Federated Learning
— Unverified 0 Addressing Skewed Heterogeneity via Federated Prototype Rectification with Personalization Aug 15, 2024 Federated Learning
— Unverified 0 Edge-AI for Agriculture: Lightweight Vision Models for Disease Detection in Resource-Limited Settings Dec 23, 2024 Computational Efficiency Federated Learning
— Unverified 0 EdgeAgentX: A Novel Framework for Agentic AI at the Edge in Military Communication Networks May 24, 2025 Adversarial Defense Decision Making
— Unverified 0 Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning Jan 10, 2024 Federated Learning image-classification
— Unverified 0 